Skip to content

Instantly share code, notes, and snippets.

@IliasHad
Created June 28, 2026 09:57
Show Gist options
  • Select an option

  • Save IliasHad/fd64e4d331e90e57d61e95f64e8bf97a to your computer and use it in GitHub Desktop.

Select an option

Save IliasHad/fd64e4d331e90e57d61e95f64e8bf97a to your computer and use it in GitHub Desktop.
{
"totalJobs": 93,
"jobs": [
{
"videoName": "nature.mp4",
"videoDuration": 20,
"videoDurationFormatted": "20s",
"totalProcessingTime": 10,
"processingSpeedRatio": 0.5,
"totalFramesProcessed": 10,
"averageTimePerFrame": 1,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 2.687327861785889,
"frameProcessed": 10,
"averageTimePerFrame": 0.2687327861785889,
"percentageOfTotal": 75.97489124773529
},
{
"name": "FaceRecognitionPlugin",
"duration": 0.3155715465545654,
"frameProcessed": 10,
"averageTimePerFrame": 0.03155715465545654,
"percentageOfTotal": 8.92169290963611
},
{
"name": "DominantColorPlugin",
"duration": 0.2391152381896973,
"frameProcessed": 10,
"averageTimePerFrame": 0.02391152381896973,
"percentageOfTotal": 6.760155497016908
},
{
"name": "TextDetectionPlugin",
"duration": 0.1903026103973389,
"frameProcessed": 10,
"averageTimePerFrame": 0.01903026103973389,
"percentageOfTotal": 5.380147444863543
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.1047666072845459,
"frameProcessed": 10,
"averageTimePerFrame": 0.01047666072845459,
"percentageOfTotal": 2.961913098890702
},
{
"name": "ShotTypePlugin",
"duration": 0.00004243850708007812,
"frameProcessed": 10,
"averageTimePerFrame": 0.000004243850708007812,
"percentageOfTotal": 0.0011998018574415651
}
],
"stages": {
"frameAnalysis": 4,
"sceneCreation": 0,
"transcription": 6,
"textEmbedding": 0,
"audioEmbedding": 0,
"visualEmbedding": 0
}
},
{
"videoName": "nature.mp4",
"videoDuration": 20,
"videoDurationFormatted": "20s",
"totalProcessingTime": 8,
"processingSpeedRatio": 0.4,
"totalFramesProcessed": 10,
"averageTimePerFrame": 0.8,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 2.938949108123779,
"frameProcessed": 10,
"averageTimePerFrame": 0.2938949108123779,
"percentageOfTotal": 67.40085875245559
},
{
"name": "FaceRecognitionPlugin",
"duration": 0.5942578315734863,
"frameProcessed": 10,
"averageTimePerFrame": 0.05942578315734863,
"percentageOfTotal": 13.628506889660022
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.3663773536682129,
"frameProcessed": 10,
"averageTimePerFrame": 0.036637735366821286,
"percentageOfTotal": 8.402373554693636
},
{
"name": "DominantColorPlugin",
"duration": 0.2487967014312744,
"frameProcessed": 10,
"averageTimePerFrame": 0.02487967014312744,
"percentageOfTotal": 5.705818887742351
},
{
"name": "TextDetectionPlugin",
"duration": 0.2119767665863037,
"frameProcessed": 10,
"averageTimePerFrame": 0.02119767665863037,
"percentageOfTotal": 4.861403031441661
},
{
"name": "ShotTypePlugin",
"duration": 0.00004529953002929688,
"frameProcessed": 10,
"averageTimePerFrame": 0.000004529953002929688,
"percentageOfTotal": 0.001038884006741592
}
],
"stages": {
"frameAnalysis": 5,
"sceneCreation": 1,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 1,
"visualEmbedding": 0
}
},
{
"videoName": "biking.mp4",
"videoDuration": 14,
"videoDurationFormatted": "14s",
"totalProcessingTime": 5,
"processingSpeedRatio": 0.35714285714285715,
"totalFramesProcessed": 9,
"averageTimePerFrame": 0.5555555555555556,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 2.504562616348267,
"frameProcessed": 9,
"averageTimePerFrame": 0.27828473514980745,
"percentageOfTotal": 76.88069740587859
},
{
"name": "FaceRecognitionPlugin",
"duration": 0.3044743537902832,
"frameProcessed": 9,
"averageTimePerFrame": 0.033830483754475914,
"percentageOfTotal": 9.346222972748471
},
{
"name": "DominantColorPlugin",
"duration": 0.1937570571899414,
"frameProcessed": 9,
"averageTimePerFrame": 0.02152856190999349,
"percentageOfTotal": 5.947616396907059
},
{
"name": "TextDetectionPlugin",
"duration": 0.1631011962890625,
"frameProcessed": 9,
"averageTimePerFrame": 0.018122355143229168,
"percentageOfTotal": 5.006596216276267
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.0917654037475586,
"frameProcessed": 9,
"averageTimePerFrame": 0.010196155971950956,
"percentageOfTotal": 2.8168544047546034
},
{
"name": "ShotTypePlugin",
"duration": 0.00006556510925292969,
"frameProcessed": 9,
"averageTimePerFrame": 0.00000728501213921441,
"percentageOfTotal": 0.002012603435009083
}
],
"stages": {
"frameAnalysis": 4,
"sceneCreation": 1,
"transcription": 0,
"textEmbedding": 0,
"audioEmbedding": 0,
"visualEmbedding": 0
}
},
{
"videoName": "Ep 07: Interview with Irek Khasianov, Make a living from one Shopify app.mp4",
"videoDuration": 2102,
"videoDurationFormatted": "35m2s",
"totalProcessingTime": 1427,
"processingSpeedRatio": 0.6788772597526166,
"totalFramesProcessed": 842,
"averageTimePerFrame": 1.6947743467933492,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 236.8740425109863,
"frameProcessed": 842,
"averageTimePerFrame": 0.28132309086815477,
"percentageOfTotal": 41.863723852728945
},
{
"name": "FaceRecognitionPlugin",
"duration": 200.8947060108185,
"frameProcessed": 842,
"averageTimePerFrame": 0.23859228742377495,
"percentageOfTotal": 35.50494772141192
},
{
"name": "TextDetectionPlugin",
"duration": 92.96670246124268,
"frameProcessed": 842,
"averageTimePerFrame": 0.11041176064280603,
"percentageOfTotal": 16.430387720325122
},
{
"name": "DominantColorPlugin",
"duration": 23.83315420150757,
"frameProcessed": 842,
"averageTimePerFrame": 0.028305408790389036,
"percentageOfTotal": 4.212131373513177
},
{
"name": "ObjectDetectionPlugin",
"duration": 11.19202256202698,
"frameProcessed": 842,
"averageTimePerFrame": 0.013292188315946531,
"percentageOfTotal": 1.978012182860764
},
{
"name": "ShotTypePlugin",
"duration": 0.06109261512756348,
"frameProcessed": 842,
"averageTimePerFrame": 0.00007255655003273572,
"percentageOfTotal": 0.010797149160076278
}
],
"stages": {
"frameAnalysis": 1209,
"sceneCreation": 1,
"transcription": 125,
"textEmbedding": 15,
"audioEmbedding": 49,
"visualEmbedding": 28
}
},
{
"videoName": "Keep iterating over your Shopify app store listing page!.mp4",
"videoDuration": 55,
"videoDurationFormatted": "55s",
"totalProcessingTime": 455,
"processingSpeedRatio": 8.272727272727273,
"totalFramesProcessed": 56,
"averageTimePerFrame": 8.125,
"plugins": [
{
"name": "FaceRecognitionPlugin",
"duration": 403.2799634933472,
"frameProcessed": 56,
"averageTimePerFrame": 7.201427919524058,
"percentageOfTotal": 91.37950950318799
},
{
"name": "DescriptorPlugin",
"duration": 30.30876469612122,
"frameProcessed": 56,
"averageTimePerFrame": 0.5412279410021646,
"percentageOfTotal": 6.867685732729904
},
{
"name": "TextDetectionPlugin",
"duration": 4.668908596038818,
"frameProcessed": 56,
"averageTimePerFrame": 0.08337336778640747,
"percentageOfTotal": 1.0579315017922617
},
{
"name": "DominantColorPlugin",
"duration": 1.554199934005737,
"frameProcessed": 56,
"averageTimePerFrame": 0.027753570250102447,
"percentageOfTotal": 0.35216732914050236
},
{
"name": "ObjectDetectionPlugin",
"duration": 1.509052753448486,
"frameProcessed": 56,
"averageTimePerFrame": 0.026947370597294396,
"percentageOfTotal": 0.34193739562474634
},
{
"name": "ShotTypePlugin",
"duration": 0.003391742706298828,
"frameProcessed": 56,
"averageTimePerFrame": 0.0000605668340410505,
"percentageOfTotal": 0.0007685375245966446
}
],
"stages": {
"frameAnalysis": 444,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 4,
"visualEmbedding": 3
}
},
{
"videoName": "Why They Quit Their Profitable Business.mp4",
"videoDuration": 22,
"videoDurationFormatted": "22s",
"totalProcessingTime": 31,
"processingSpeedRatio": 1.4090909090909092,
"totalFramesProcessed": 22,
"averageTimePerFrame": 1.4090909090909092,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 8.321703910827637,
"frameProcessed": 22,
"averageTimePerFrame": 0.37825926867398346,
"percentageOfTotal": 43.70303634301494
},
{
"name": "FaceRecognitionPlugin",
"duration": 7.938226222991943,
"frameProcessed": 22,
"averageTimePerFrame": 0.36082846468145197,
"percentageOfTotal": 41.68912915431855
},
{
"name": "TextDetectionPlugin",
"duration": 1.616377353668213,
"frameProcessed": 22,
"averageTimePerFrame": 0.07347169789400967,
"percentageOfTotal": 8.488718054420978
},
{
"name": "DominantColorPlugin",
"duration": 0.6254658699035645,
"frameProcessed": 22,
"averageTimePerFrame": 0.028430266813798385,
"percentageOfTotal": 3.284754893543472
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.5385351181030273,
"frameProcessed": 22,
"averageTimePerFrame": 0.02447886900468306,
"percentageOfTotal": 2.828221250196549
},
{
"name": "ShotTypePlugin",
"duration": 0.001169204711914062,
"frameProcessed": 22,
"averageTimePerFrame": 0.000053145668723366456,
"percentageOfTotal": 0.006140304505513538
}
],
"stages": {
"frameAnalysis": 20,
"sceneCreation": 2,
"transcription": 1,
"textEmbedding": 3,
"audioEmbedding": 1,
"visualEmbedding": 4
}
},
{
"videoName": "How small wins in coding can help to build momentum ?.mp4",
"videoDuration": 55,
"videoDurationFormatted": "55s",
"totalProcessingTime": 48,
"processingSpeedRatio": 0.8727272727272727,
"totalFramesProcessed": 56,
"averageTimePerFrame": 0.8571428571428571,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 20.74914169311523,
"frameProcessed": 56,
"averageTimePerFrame": 0.37052038737705767,
"percentageOfTotal": 56.97670146356473
},
{
"name": "FaceRecognitionPlugin",
"duration": 10.59644985198975,
"frameProcessed": 56,
"averageTimePerFrame": 0.18922231878553125,
"percentageOfTotal": 29.097625758215578
},
{
"name": "TextDetectionPlugin",
"duration": 2.585689067840576,
"frameProcessed": 56,
"averageTimePerFrame": 0.04617301906858172,
"percentageOfTotal": 7.100247146359746
},
{
"name": "DominantColorPlugin",
"duration": 1.847078084945679,
"frameProcessed": 56,
"averageTimePerFrame": 0.03298353723117284,
"percentageOfTotal": 5.072037107962042
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.6352508068084717,
"frameProcessed": 56,
"averageTimePerFrame": 0.011343764407294137,
"percentageOfTotal": 1.7443851947873394
},
{
"name": "ShotTypePlugin",
"duration": 0.003278732299804688,
"frameProcessed": 56,
"averageTimePerFrame": 0.00005854879106794086,
"percentageOfTotal": 0.009003329110567717
}
],
"stages": {
"frameAnalysis": 39,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 3,
"visualEmbedding": 2
}
},
{
"videoName": "EP 04: Running 3 Successful Shopify Apps: Work-life balance, Behind the scenes and more.mp4",
"videoDuration": 3214,
"videoDurationFormatted": "53m34s",
"totalProcessingTime": 2266,
"processingSpeedRatio": 0.7050404480398258,
"totalFramesProcessed": 1286,
"averageTimePerFrame": 1.7620528771384136,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 373.6978495121002,
"frameProcessed": 1286,
"averageTimePerFrame": 0.2905893075521775,
"percentageOfTotal": 41.78448351113065
},
{
"name": "FaceRecognitionPlugin",
"duration": 314.418993473053,
"frameProcessed": 1286,
"averageTimePerFrame": 0.24449377408480014,
"percentageOfTotal": 35.15630412514772
},
{
"name": "TextDetectionPlugin",
"duration": 154.3502962589264,
"frameProcessed": 1286,
"averageTimePerFrame": 0.1200235585217157,
"percentageOfTotal": 17.258454704488233
},
{
"name": "DominantColorPlugin",
"duration": 34.74726843833923,
"frameProcessed": 1286,
"averageTimePerFrame": 0.027019648863405313,
"percentageOfTotal": 3.88521546756079
},
{
"name": "ObjectDetectionPlugin",
"duration": 17.04477334022522,
"frameProcessed": 1286,
"averageTimePerFrame": 0.013254100575602815,
"percentageOfTotal": 1.9058366311592572
},
{
"name": "ShotTypePlugin",
"duration": 0.08680129051208496,
"frameProcessed": 1286,
"averageTimePerFrame": 0.00006749711548373636,
"percentageOfTotal": 0.009705560513346322
}
],
"stages": {
"frameAnalysis": 1891,
"sceneCreation": 1,
"transcription": 195,
"textEmbedding": 34,
"audioEmbedding": 82,
"visualEmbedding": 63
}
},
{
"videoName": "Imposter Syndrome As a developer | My experience and how I deal with it.mp4",
"videoDuration": 273,
"videoDurationFormatted": "4m33s",
"totalProcessingTime": 137,
"processingSpeedRatio": 0.5018315018315018,
"totalFramesProcessed": 110,
"averageTimePerFrame": 1.2454545454545454,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 35.3667528629303,
"frameProcessed": 110,
"averageTimePerFrame": 0.32151593511754817,
"percentageOfTotal": 63.056453367744716
},
{
"name": "FaceRecognitionPlugin",
"duration": 14.00837516784668,
"frameProcessed": 110,
"averageTimePerFrame": 0.12734886516224253,
"percentageOfTotal": 24.975955778373095
},
{
"name": "DominantColorPlugin",
"duration": 3.234526872634888,
"frameProcessed": 110,
"averageTimePerFrame": 0.029404789751226255,
"percentageOfTotal": 5.76693579140531
},
{
"name": "TextDetectionPlugin",
"duration": 2.168248891830444,
"frameProcessed": 110,
"averageTimePerFrame": 0.019711353562094944,
"percentageOfTotal": 3.8658365292188286
},
{
"name": "ObjectDetectionPlugin",
"duration": 1.302140474319458,
"frameProcessed": 110,
"averageTimePerFrame": 0.011837640675631436,
"percentageOfTotal": 2.321625635675472
},
{
"name": "ShotTypePlugin",
"duration": 0.007399559020996094,
"frameProcessed": 110,
"averageTimePerFrame": 0.00006726871837269176,
"percentageOfTotal": 0.013192897582587279
}
],
"stages": {
"frameAnalysis": 99,
"sceneCreation": 2,
"transcription": 9,
"textEmbedding": 7,
"audioEmbedding": 7,
"visualEmbedding": 13
}
},
{
"videoName": "Ep 04, Season 02 : Building a Successful Web Dev Career (and Podcast) with Wes Bos.mp4",
"videoDuration": 3623,
"videoDurationFormatted": "1h23s",
"totalProcessingTime": 1761,
"processingSpeedRatio": 0.4860612751863097,
"totalFramesProcessed": 1450,
"averageTimePerFrame": 1.2144827586206897,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 405.0889186859131,
"frameProcessed": 1450,
"averageTimePerFrame": 0.2793716680592504,
"percentageOfTotal": 37.4946632813867
},
{
"name": "FaceRecognitionPlugin",
"duration": 323.9817006587982,
"frameProcessed": 1450,
"averageTimePerFrame": 0.22343565562675738,
"percentageOfTotal": 29.987452668265473
},
{
"name": "TextDetectionPlugin",
"duration": 292.7450952529907,
"frameProcessed": 1450,
"averageTimePerFrame": 0.2018931691399936,
"percentageOfTotal": 27.09622077393564
},
{
"name": "DominantColorPlugin",
"duration": 39.69911050796509,
"frameProcessed": 1450,
"averageTimePerFrame": 0.027378696902044888,
"percentageOfTotal": 3.6745136991042413
},
{
"name": "ObjectDetectionPlugin",
"duration": 18.78385829925537,
"frameProcessed": 1450,
"averageTimePerFrame": 0.012954385033969222,
"percentageOfTotal": 1.7386169050008944
},
{
"name": "ShotTypePlugin",
"duration": 0.09218621253967285,
"frameProcessed": 1450,
"averageTimePerFrame": 0.00006357669830322266,
"percentageOfTotal": 0.008532672307043241
}
],
"stages": {
"frameAnalysis": 1405,
"sceneCreation": 1,
"transcription": 191,
"textEmbedding": 28,
"audioEmbedding": 82,
"visualEmbedding": 54
}
},
{
"videoName": "smile.mp4",
"videoDuration": 12,
"videoDurationFormatted": "12s",
"totalProcessingTime": 10,
"processingSpeedRatio": 0.8333333333333334,
"totalFramesProcessed": 5,
"averageTimePerFrame": 2,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 1.42914342880249,
"frameProcessed": 5,
"averageTimePerFrame": 0.285828685760498,
"percentageOfTotal": 58.838676974862224
},
{
"name": "FaceRecognitionPlugin",
"duration": 0.6713380813598633,
"frameProcessed": 5,
"averageTimePerFrame": 0.13426761627197265,
"percentageOfTotal": 27.639384343078294
},
{
"name": "DominantColorPlugin",
"duration": 0.1666245460510254,
"frameProcessed": 5,
"averageTimePerFrame": 0.033324909210205075,
"percentageOfTotal": 6.860030731411118
},
{
"name": "TextDetectionPlugin",
"duration": 0.0969991683959961,
"frameProcessed": 5,
"averageTimePerFrame": 0.01939983367919922,
"percentageOfTotal": 3.993512912041691
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.06447172164916992,
"frameProcessed": 5,
"averageTimePerFrame": 0.012894344329833985,
"percentageOfTotal": 2.654338765219204
},
{
"name": "ShotTypePlugin",
"duration": 0.0003414154052734375,
"frameProcessed": 5,
"averageTimePerFrame": 0.0000682830810546875,
"percentageOfTotal": 0.014056273387449985
}
],
"stages": {
"frameAnalysis": 3,
"sceneCreation": 1,
"transcription": 5,
"textEmbedding": 0,
"audioEmbedding": 1,
"visualEmbedding": 0
}
},
{
"videoName": "smile.mp4",
"videoDuration": 12,
"videoDurationFormatted": "12s",
"totalProcessingTime": 5,
"processingSpeedRatio": 0.4166666666666667,
"totalFramesProcessed": 5,
"averageTimePerFrame": 1,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 1.326589822769165,
"frameProcessed": 5,
"averageTimePerFrame": 0.265317964553833,
"percentageOfTotal": 56.51432237205483
},
{
"name": "FaceRecognitionPlugin",
"duration": 0.7220194339752197,
"frameProcessed": 5,
"averageTimePerFrame": 0.14440388679504396,
"percentageOfTotal": 30.758896495517853
},
{
"name": "DominantColorPlugin",
"duration": 0.1549584865570068,
"frameProcessed": 5,
"averageTimePerFrame": 0.03099169731140136,
"percentageOfTotal": 6.601417946421442
},
{
"name": "TextDetectionPlugin",
"duration": 0.0769045352935791,
"frameProcessed": 5,
"averageTimePerFrame": 0.01538090705871582,
"percentageOfTotal": 3.2762257216642805
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.06648468971252441,
"frameProcessed": 5,
"averageTimePerFrame": 0.013296937942504883,
"percentageOfTotal": 2.832327764565884
},
{
"name": "ShotTypePlugin",
"duration": 0.0003945827484130859,
"frameProcessed": 5,
"averageTimePerFrame": 0.00007891654968261717,
"percentageOfTotal": 0.01680969977571493
}
],
"stages": {
"frameAnalysis": 3,
"sceneCreation": 1,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 0,
"visualEmbedding": 0
}
},
{
"videoName": "Ep 08: Interview with Scott Tolinski, founder of LevelUpTutorials and co-host of the Syntax podcast.mp4",
"videoDuration": 3525,
"videoDurationFormatted": "58m45s",
"totalProcessingTime": 3232,
"processingSpeedRatio": 0.9168794326241134,
"totalFramesProcessed": 1411,
"averageTimePerFrame": 2.290574060949681,
"plugins": [
{
"name": "FaceRecognitionPlugin",
"duration": 773.5167398452759,
"frameProcessed": 1411,
"averageTimePerFrame": 0.5482046349009752,
"percentageOfTotal": 47.313759976662105
},
{
"name": "DescriptorPlugin",
"duration": 608.8939349651337,
"frameProcessed": 1411,
"averageTimePerFrame": 0.4315336179767071,
"percentageOfTotal": 37.24426377113471
},
{
"name": "TextDetectionPlugin",
"duration": 182.1855595111847,
"frameProcessed": 1411,
"averageTimePerFrame": 0.12911804359403592,
"percentageOfTotal": 11.143758615554061
},
{
"name": "DominantColorPlugin",
"duration": 41.46772646903992,
"frameProcessed": 1411,
"averageTimePerFrame": 0.029388891898681727,
"percentageOfTotal": 2.5364597246162823
},
{
"name": "ObjectDetectionPlugin",
"duration": 28.7094783782959,
"frameProcessed": 1411,
"averageTimePerFrame": 0.020346901756410983,
"percentageOfTotal": 1.7560749484459377
},
{
"name": "ShotTypePlugin",
"duration": 0.09290885925292969,
"frameProcessed": 1411,
"averageTimePerFrame": 0.00006584610861299057,
"percentageOfTotal": 0.005682963586900381
}
],
"stages": {
"frameAnalysis": 2852,
"sceneCreation": 1,
"transcription": 213,
"textEmbedding": 26,
"audioEmbedding": 94,
"visualEmbedding": 46
}
},
{
"videoName": "Episode 13, Season 02: How Thomas built a Shopify theme dev lab and agency.mp4",
"videoDuration": 3372,
"videoDurationFormatted": "56m12s",
"totalProcessingTime": 1976,
"processingSpeedRatio": 0.5860023724792408,
"totalFramesProcessed": 1350,
"averageTimePerFrame": 1.4637037037037037,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 353.107223033905,
"frameProcessed": 1350,
"averageTimePerFrame": 0.2615609059510407,
"percentageOfTotal": 34.98967388620897
},
{
"name": "FaceRecognitionPlugin",
"duration": 333.4566121101379,
"frameProcessed": 1350,
"averageTimePerFrame": 0.2470048978593614,
"percentageOfTotal": 33.042479314600435
},
{
"name": "TextDetectionPlugin",
"duration": 267.0236456394196,
"frameProcessed": 1350,
"averageTimePerFrame": 0.19779529306623675,
"percentageOfTotal": 26.459584147143904
},
{
"name": "DominantColorPlugin",
"duration": 38.3183057308197,
"frameProcessed": 1350,
"averageTimePerFrame": 0.028383930170977557,
"percentageOfTotal": 3.796991208148401
},
{
"name": "ObjectDetectionPlugin",
"duration": 17.17445039749146,
"frameProcessed": 1350,
"averageTimePerFrame": 0.012721815109252932,
"percentageOfTotal": 1.7018298674830499
},
{
"name": "ShotTypePlugin",
"duration": 0.09528207778930664,
"frameProcessed": 1350,
"averageTimePerFrame": 0.00007057931688096788,
"percentageOfTotal": 0.009441576415241208
}
],
"stages": {
"frameAnalysis": 1637,
"sceneCreation": 1,
"transcription": 174,
"textEmbedding": 31,
"audioEmbedding": 83,
"visualEmbedding": 50
}
},
{
"videoName": "The Secret to Shopify's Success.mp4",
"videoDuration": 27,
"videoDurationFormatted": "27s",
"totalProcessingTime": 31,
"processingSpeedRatio": 1.1481481481481481,
"totalFramesProcessed": 28,
"averageTimePerFrame": 1.1071428571428572,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 10.61624455451965,
"frameProcessed": 28,
"averageTimePerFrame": 0.37915159123284464,
"percentageOfTotal": 46.58386101655163
},
{
"name": "FaceRecognitionPlugin",
"duration": 9.155380487442017,
"frameProcessed": 28,
"averageTimePerFrame": 0.32697787455150057,
"percentageOfTotal": 40.17361977584408
},
{
"name": "TextDetectionPlugin",
"duration": 1.780811309814453,
"frameProcessed": 28,
"averageTimePerFrame": 0.06360040392194474,
"percentageOfTotal": 7.814163108910529
},
{
"name": "DominantColorPlugin",
"duration": 0.7249507904052734,
"frameProcessed": 28,
"averageTimePerFrame": 0.025891099657331194,
"percentageOfTotal": 3.181069039117151
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.5109918117523193,
"frameProcessed": 28,
"averageTimePerFrame": 0.018249707562582835,
"percentageOfTotal": 2.2422214764383797
},
{
"name": "ShotTypePlugin",
"duration": 0.001154422760009766,
"frameProcessed": 28,
"averageTimePerFrame": 0.000041229384286063075,
"percentageOfTotal": 0.005065583138224168
}
],
"stages": {
"frameAnalysis": 24,
"sceneCreation": 1,
"transcription": 1,
"textEmbedding": 1,
"audioEmbedding": 2,
"visualEmbedding": 2
}
},
{
"videoName": "His Professor SECRETLY Changed His Career.mp4",
"videoDuration": 47,
"videoDurationFormatted": "47s",
"totalProcessingTime": 71,
"processingSpeedRatio": 1.5106382978723405,
"totalFramesProcessed": 47,
"averageTimePerFrame": 1.5106382978723405,
"plugins": [
{
"name": "FaceRecognitionPlugin",
"duration": 27.55013346672058,
"frameProcessed": 47,
"averageTimePerFrame": 0.5861730524834167,
"percentageOfTotal": 50.32331221061875
},
{
"name": "DescriptorPlugin",
"duration": 21.66424989700317,
"frameProcessed": 47,
"averageTimePerFrame": 0.4609414871702802,
"percentageOfTotal": 39.57210634542633
},
{
"name": "TextDetectionPlugin",
"duration": 3.210793495178223,
"frameProcessed": 47,
"averageTimePerFrame": 0.06831475521655794,
"percentageOfTotal": 5.864863184668661
},
{
"name": "DominantColorPlugin",
"duration": 1.425614356994629,
"frameProcessed": 47,
"averageTimePerFrame": 0.03033222036158785,
"percentageOfTotal": 2.6040395218281662
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.8928267955780029,
"frameProcessed": 47,
"averageTimePerFrame": 0.018996314799531976,
"percentageOfTotal": 1.630845151372922
},
{
"name": "ShotTypePlugin",
"duration": 0.002646207809448242,
"frameProcessed": 47,
"averageTimePerFrame": 0.00005630229381804771,
"percentageOfTotal": 0.0048335860851600005
}
],
"stages": {
"frameAnalysis": 57,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 2,
"audioEmbedding": 4,
"visualEmbedding": 5
}
},
{
"videoName": "Advice from Anne Thomas about being a developer is tenacity and optimism.mp4",
"videoDuration": 30,
"videoDurationFormatted": "30s",
"totalProcessingTime": 30,
"processingSpeedRatio": 1,
"totalFramesProcessed": 31,
"averageTimePerFrame": 0.967741935483871,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 10.52460384368896,
"frameProcessed": 31,
"averageTimePerFrame": 0.33950334979641805,
"percentageOfTotal": 54.50758840757275
},
{
"name": "FaceRecognitionPlugin",
"duration": 6.156599283218384,
"frameProcessed": 31,
"averageTimePerFrame": 0.19859997687801237,
"percentageOfTotal": 31.885416753358868
},
{
"name": "TextDetectionPlugin",
"duration": 1.258776426315308,
"frameProcessed": 31,
"averageTimePerFrame": 0.04060569117146155,
"percentageOfTotal": 6.5192826601158576
},
{
"name": "DominantColorPlugin",
"duration": 0.9822831153869629,
"frameProcessed": 31,
"averageTimePerFrame": 0.03168655210925687,
"percentageOfTotal": 5.087306329855547
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.3845086097717285,
"frameProcessed": 31,
"averageTimePerFrame": 0.0124035035410235,
"percentageOfTotal": 1.9913943889843564
},
{
"name": "ShotTypePlugin",
"duration": 0.001739978790283203,
"frameProcessed": 31,
"averageTimePerFrame": 0.000056128348073651704,
"percentageOfTotal": 0.009011460112632635
}
],
"stages": {
"frameAnalysis": 21,
"sceneCreation": 1,
"transcription": 1,
"textEmbedding": 2,
"audioEmbedding": 3,
"visualEmbedding": 2
}
},
{
"videoName": "Design Packs hits more than 100 reviews over the Shopify App store.mp4",
"videoDuration": 37,
"videoDurationFormatted": "37s",
"totalProcessingTime": 34,
"processingSpeedRatio": 0.918918918918919,
"totalFramesProcessed": 38,
"averageTimePerFrame": 0.8947368421052632,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 12.5933153629303,
"frameProcessed": 38,
"averageTimePerFrame": 0.3314030358665868,
"percentageOfTotal": 54.27532644249512
},
{
"name": "FaceRecognitionPlugin",
"duration": 7.735954523086548,
"frameProcessed": 38,
"averageTimePerFrame": 0.20357775060754074,
"percentageOfTotal": 33.340819711444155
},
{
"name": "TextDetectionPlugin",
"duration": 1.222307205200195,
"frameProcessed": 38,
"averageTimePerFrame": 0.03216597908421566,
"percentageOfTotal": 5.267963253785915
},
{
"name": "DominantColorPlugin",
"duration": 1.194931983947754,
"frameProcessed": 38,
"averageTimePerFrame": 0.03144557852494089,
"percentageOfTotal": 5.149980099462203
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.4537568092346191,
"frameProcessed": 38,
"averageTimePerFrame": 0.011940968664068923,
"percentageOfTotal": 1.9556247292280442
},
{
"name": "ShotTypePlugin",
"duration": 0.002386569976806641,
"frameProcessed": 38,
"averageTimePerFrame": 0.00006280447307385898,
"percentageOfTotal": 0.01028576358457032
}
],
"stages": {
"frameAnalysis": 26,
"sceneCreation": 0,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 3,
"visualEmbedding": 2
}
},
{
"videoName": "Shopify Functions API: Introduction.mp4",
"videoDuration": 141,
"videoDurationFormatted": "2m21s",
"totalProcessingTime": 84,
"processingSpeedRatio": 0.5957446808510638,
"totalFramesProcessed": 58,
"averageTimePerFrame": 1.4482758620689655,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 19.35112547874451,
"frameProcessed": 58,
"averageTimePerFrame": 0.33364009446111226,
"percentageOfTotal": 61.884819648087365
},
{
"name": "FaceRecognitionPlugin",
"duration": 6.930098056793213,
"frameProcessed": 58,
"averageTimePerFrame": 0.1194844492550554,
"percentageOfTotal": 22.16242506717668
},
{
"name": "TextDetectionPlugin",
"duration": 2.451072454452515,
"frameProcessed": 58,
"averageTimePerFrame": 0.04225986990435371,
"percentageOfTotal": 7.838519622788881
},
{
"name": "DominantColorPlugin",
"duration": 1.891238689422607,
"frameProcessed": 58,
"averageTimePerFrame": 0.0326075636107346,
"percentageOfTotal": 6.048173546027596
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.6423788070678711,
"frameProcessed": 58,
"averageTimePerFrame": 0.011075496673583984,
"percentageOfTotal": 2.054324781512806
},
{
"name": "ShotTypePlugin",
"duration": 0.003670215606689453,
"frameProcessed": 58,
"averageTimePerFrame": 0.00006327957942568022,
"percentageOfTotal": 0.01173733440667599
}
],
"stages": {
"frameAnalysis": 66,
"sceneCreation": 1,
"transcription": 5,
"textEmbedding": 2,
"audioEmbedding": 4,
"visualEmbedding": 6
}
},
{
"videoName": "He Replaced a $100K⧸Year SaaS By Himself.mp4",
"videoDuration": 55,
"videoDurationFormatted": "55s",
"totalProcessingTime": 53,
"processingSpeedRatio": 0.9636363636363636,
"totalFramesProcessed": 55,
"averageTimePerFrame": 0.9636363636363636,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 18.80697798728943,
"frameProcessed": 55,
"averageTimePerFrame": 0.34194505431435324,
"percentageOfTotal": 52.84476648371101
},
{
"name": "FaceRecognitionPlugin",
"duration": 11.17349648475647,
"frameProcessed": 55,
"averageTimePerFrame": 0.20315448154102672,
"percentageOfTotal": 31.395836850693428
},
{
"name": "TextDetectionPlugin",
"duration": 3.283923625946045,
"frameProcessed": 55,
"averageTimePerFrame": 0.05970770228992809,
"percentageOfTotal": 9.22732920093515
},
{
"name": "DominantColorPlugin",
"duration": 1.682459354400635,
"frameProcessed": 55,
"averageTimePerFrame": 0.030590170080011546,
"percentageOfTotal": 4.727456572859575
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.6389782428741455,
"frameProcessed": 55,
"averageTimePerFrame": 0.011617786234075373,
"percentageOfTotal": 1.795432315371304
},
{
"name": "ShotTypePlugin",
"duration": 0.003266572952270508,
"frameProcessed": 55,
"averageTimePerFrame": 0.00005939223549582741,
"percentageOfTotal": 0.009178576429525595
}
],
"stages": {
"frameAnalysis": 38,
"sceneCreation": 1,
"transcription": 1,
"textEmbedding": 3,
"audioEmbedding": 4,
"visualEmbedding": 6
}
},
{
"videoName": "The REAL Reason Developers Quit Agency Jobs.mp4",
"videoDuration": 40,
"videoDurationFormatted": "40s",
"totalProcessingTime": 32,
"processingSpeedRatio": 0.8,
"totalFramesProcessed": 40,
"averageTimePerFrame": 0.8,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 14.20305514335632,
"frameProcessed": 40,
"averageTimePerFrame": 0.355076378583908,
"percentageOfTotal": 56.729845718581515
},
{
"name": "FaceRecognitionPlugin",
"duration": 7.211321592330933,
"frameProcessed": 40,
"averageTimePerFrame": 0.18028303980827332,
"percentageOfTotal": 28.80346215872931
},
{
"name": "TextDetectionPlugin",
"duration": 1.962662696838379,
"frameProcessed": 40,
"averageTimePerFrame": 0.049066567420959474,
"percentageOfTotal": 7.8392677396129065
},
{
"name": "DominantColorPlugin",
"duration": 1.232737064361572,
"frameProcessed": 40,
"averageTimePerFrame": 0.0308184266090393,
"percentageOfTotal": 4.923798631136149
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.4245669841766357,
"frameProcessed": 40,
"averageTimePerFrame": 0.010614174604415893,
"percentageOfTotal": 1.6958055338403988
},
{
"name": "ShotTypePlugin",
"duration": 0.001957893371582031,
"frameProcessed": 40,
"averageTimePerFrame": 0.00004894733428955077,
"percentageOfTotal": 0.00782021809971195
}
],
"stages": {
"frameAnalysis": 26,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 1,
"audioEmbedding": 3,
"visualEmbedding": 1
}
},
{
"videoName": "The Stress That KEEPS Founders Awake at Night.mp4",
"videoDuration": 27,
"videoDurationFormatted": "27s",
"totalProcessingTime": 20,
"processingSpeedRatio": 0.7407407407407407,
"totalFramesProcessed": 28,
"averageTimePerFrame": 0.7142857142857143,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 8.131645202636719,
"frameProcessed": 28,
"averageTimePerFrame": 0.2904159000941685,
"percentageOfTotal": 52.53946237285635
},
{
"name": "FaceRecognitionPlugin",
"duration": 4.683925867080688,
"frameProcessed": 28,
"averageTimePerFrame": 0.16728306668145312,
"percentageOfTotal": 30.26336500403859
},
{
"name": "TextDetectionPlugin",
"duration": 1.391954898834229,
"frameProcessed": 28,
"averageTimePerFrame": 0.04971267495836532,
"percentageOfTotal": 8.993575126507059
},
{
"name": "DominantColorPlugin",
"duration": 0.9343750476837158,
"frameProcessed": 28,
"averageTimePerFrame": 0.03337053741727557,
"percentageOfTotal": 6.037100910895167
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.3337099552154541,
"frameProcessed": 28,
"averageTimePerFrame": 0.011918212686266218,
"percentageOfTotal": 2.1561370668022755
},
{
"name": "ShotTypePlugin",
"duration": 0.001603364944458008,
"frameProcessed": 28,
"averageTimePerFrame": 0.00005726303373064315,
"percentageOfTotal": 0.01035951890055327
}
],
"stages": {
"frameAnalysis": 17,
"sceneCreation": 0,
"transcription": 0,
"textEmbedding": 0,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "Why 'Senior Developer' is a Useless Title.mp4",
"videoDuration": 48,
"videoDurationFormatted": "48s",
"totalProcessingTime": 40,
"processingSpeedRatio": 0.8333333333333334,
"totalFramesProcessed": 48,
"averageTimePerFrame": 0.8333333333333334,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 15.86779236793518,
"frameProcessed": 48,
"averageTimePerFrame": 0.3305790076653163,
"percentageOfTotal": 53.70072564994675
},
{
"name": "FaceRecognitionPlugin",
"duration": 8.873541593551636,
"frameProcessed": 48,
"averageTimePerFrame": 0.1848654498656591,
"percentageOfTotal": 30.030366645181594
},
{
"name": "TextDetectionPlugin",
"duration": 2.707921504974365,
"frameProcessed": 48,
"averageTimePerFrame": 0.0564150313536326,
"percentageOfTotal": 9.164308836941375
},
{
"name": "DominantColorPlugin",
"duration": 1.548538446426392,
"frameProcessed": 48,
"averageTimePerFrame": 0.03226121763388317,
"percentageOfTotal": 5.240655810317958
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.5480854511260986,
"frameProcessed": 48,
"averageTimePerFrame": 0.011418446898460388,
"percentageOfTotal": 1.8548633459009571
},
{
"name": "ShotTypePlugin",
"duration": 0.002682924270629883,
"frameProcessed": 48,
"averageTimePerFrame": 0.00005589425563812256,
"percentageOfTotal": 0.009079711711366865
}
],
"stages": {
"frameAnalysis": 32,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 1,
"audioEmbedding": 4,
"visualEmbedding": 2
}
},
{
"videoName": "Edit Mind: Turn hours of footage into minutes with AI that finds every scene, object, and pixel.mp4",
"videoDuration": 67,
"videoDurationFormatted": "1m7s",
"totalProcessingTime": 76,
"processingSpeedRatio": 1.1343283582089552,
"totalFramesProcessed": 68,
"averageTimePerFrame": 1.1176470588235294,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 23.78859186172485,
"frameProcessed": 68,
"averageTimePerFrame": 0.34983223326065954,
"percentageOfTotal": 44.634358352591185
},
{
"name": "DescriptorPlugin",
"duration": 20.17534208297729,
"frameProcessed": 68,
"averageTimePerFrame": 0.29669620710260725,
"percentageOfTotal": 37.85484461005957
},
{
"name": "FaceRecognitionPlugin",
"duration": 6.229849815368652,
"frameProcessed": 68,
"averageTimePerFrame": 0.09161543846130371,
"percentageOfTotal": 11.689020970988514
},
{
"name": "DominantColorPlugin",
"duration": 2.262410402297974,
"frameProcessed": 68,
"averageTimePerFrame": 0.033270741210264326,
"percentageOfTotal": 4.244943846351563
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.8372890949249268,
"frameProcessed": 68,
"averageTimePerFrame": 0.01231307492536657,
"percentageOfTotal": 1.5709993144960446
},
{
"name": "ShotTypePlugin",
"duration": 0.003108739852905273,
"frameProcessed": 68,
"averageTimePerFrame": 0.0000457167625427246,
"percentageOfTotal": 0.005832905513117442
}
],
"stages": {
"frameAnalysis": 66,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 4,
"visualEmbedding": 2
}
},
{
"videoName": "This Mindset Will Change How You Build.mp4",
"videoDuration": 34,
"videoDurationFormatted": "34s",
"totalProcessingTime": 25,
"processingSpeedRatio": 0.7352941176470589,
"totalFramesProcessed": 34,
"averageTimePerFrame": 0.7352941176470589,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 9.718307256698608,
"frameProcessed": 34,
"averageTimePerFrame": 0.2858325663734885,
"percentageOfTotal": 51.19232687566533
},
{
"name": "FaceRecognitionPlugin",
"duration": 6.036223649978638,
"frameProcessed": 34,
"averageTimePerFrame": 0.17753598970525405,
"percentageOfTotal": 31.79651826415919
},
{
"name": "TextDetectionPlugin",
"duration": 1.644577026367188,
"frameProcessed": 34,
"averageTimePerFrame": 0.04836991254021141,
"percentageOfTotal": 8.663002978010258
},
{
"name": "DominantColorPlugin",
"duration": 1.146013975143433,
"frameProcessed": 34,
"averageTimePerFrame": 0.03370629338657156,
"percentageOfTotal": 6.036763447583458
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.4368810653686523,
"frameProcessed": 34,
"averageTimePerFrame": 0.012849443099078008,
"percentageOfTotal": 2.3013224127818455
},
{
"name": "ShotTypePlugin",
"duration": 0.001910924911499023,
"frameProcessed": 34,
"averageTimePerFrame": 0.000056203673867618326,
"percentageOfTotal": 0.010066021799926266
}
],
"stages": {
"frameAnalysis": 21,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "EP 16: The story behind Roadmap.sh and it's acquisition | Interview with Kamran Ahmed.mp4",
"videoDuration": 3587,
"videoDurationFormatted": "59m47s",
"totalProcessingTime": 1910,
"processingSpeedRatio": 0.5324783942012824,
"totalFramesProcessed": 1435,
"averageTimePerFrame": 1.3310104529616724,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 450.7078981399536,
"frameProcessed": 1435,
"averageTimePerFrame": 0.31408215898254604,
"percentageOfTotal": 41.17332171432699
},
{
"name": "FaceRecognitionPlugin",
"duration": 328.6121342182159,
"frameProcessed": 1435,
"averageTimePerFrame": 0.22899800293952327,
"percentageOfTotal": 30.019560733761217
},
{
"name": "TextDetectionPlugin",
"duration": 258.976508140564,
"frameProcessed": 1435,
"averageTimePerFrame": 0.1804714342442955,
"percentageOfTotal": 23.658167806975992
},
{
"name": "DominantColorPlugin",
"duration": 39.42124819755554,
"frameProcessed": 1435,
"averageTimePerFrame": 0.02747125309934184,
"percentageOfTotal": 3.601232064307606
},
{
"name": "ObjectDetectionPlugin",
"duration": 16.85163879394531,
"frameProcessed": 1435,
"averageTimePerFrame": 0.011743302295432271,
"percentageOfTotal": 1.5394403966297774
},
{
"name": "ShotTypePlugin",
"duration": 0.09060811996459961,
"frameProcessed": 1435,
"averageTimePerFrame": 0.00006314154701365827,
"percentageOfTotal": 0.00827728399841433
}
],
"stages": {
"frameAnalysis": 1515,
"sceneCreation": 1,
"transcription": 214,
"textEmbedding": 34,
"audioEmbedding": 88,
"visualEmbedding": 58
}
},
{
"videoName": "This AI Builds Your Backend For You.mp4",
"videoDuration": 46,
"videoDurationFormatted": "46s",
"totalProcessingTime": 42,
"processingSpeedRatio": 0.9130434782608695,
"totalFramesProcessed": 46,
"averageTimePerFrame": 0.9130434782608695,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 12.45610332489014,
"frameProcessed": 46,
"averageTimePerFrame": 0.27078485488891607,
"percentageOfTotal": 48.838033377859155
},
{
"name": "FaceRecognitionPlugin",
"duration": 8.991636037826538,
"frameProcessed": 46,
"averageTimePerFrame": 0.19547034864840301,
"percentageOfTotal": 35.25451013716657
},
{
"name": "TextDetectionPlugin",
"duration": 2.162177324295044,
"frameProcessed": 46,
"averageTimePerFrame": 0.04700385487597922,
"percentageOfTotal": 8.477489755705996
},
{
"name": "DominantColorPlugin",
"duration": 1.354093074798584,
"frameProcessed": 46,
"averageTimePerFrame": 0.02943680597388226,
"percentageOfTotal": 5.309143723269848
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.5385034084320068,
"frameProcessed": 46,
"averageTimePerFrame": 0.011706595835478409,
"percentageOfTotal": 2.1113703659266347
},
{
"name": "ShotTypePlugin",
"duration": 0.002410888671875,
"frameProcessed": 46,
"averageTimePerFrame": 0.00005241062330163044,
"percentageOfTotal": 0.009452640071799679
}
],
"stages": {
"frameAnalysis": 28,
"sceneCreation": 1,
"transcription": 1,
"textEmbedding": 3,
"audioEmbedding": 4,
"visualEmbedding": 5
}
},
{
"videoName": "How to find profitable and sucessful Shopify app ideas to build in 2024.mp4",
"videoDuration": 33,
"videoDurationFormatted": "33s",
"totalProcessingTime": 23,
"processingSpeedRatio": 0.696969696969697,
"totalFramesProcessed": 34,
"averageTimePerFrame": 0.6764705882352942,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 9.967291355133057,
"frameProcessed": 34,
"averageTimePerFrame": 0.29315562809214873,
"percentageOfTotal": 62.91816287094473
},
{
"name": "FaceRecognitionPlugin",
"duration": 3.619979619979858,
"frameProcessed": 34,
"averageTimePerFrame": 0.106469988822937,
"percentageOfTotal": 22.85098922106836
},
{
"name": "DominantColorPlugin",
"duration": 1.031719923019409,
"frameProcessed": 34,
"averageTimePerFrame": 0.03034470361821791,
"percentageOfTotal": 6.512694356055289
},
{
"name": "TextDetectionPlugin",
"duration": 0.8352706432342529,
"frameProcessed": 34,
"averageTimePerFrame": 0.02456678362453685,
"percentageOfTotal": 5.27261544785353
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.3859434127807617,
"frameProcessed": 34,
"averageTimePerFrame": 0.011351276846492992,
"percentageOfTotal": 2.4362537061588743
},
{
"name": "ShotTypePlugin",
"duration": 0.001470804214477539,
"frameProcessed": 34,
"averageTimePerFrame": 0.0000432589474846335,
"percentageOfTotal": 0.009284397919211259
}
],
"stages": {
"frameAnalysis": 19,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "How was your first interaction with computers as a web developer?.mp4",
"videoDuration": 59,
"videoDurationFormatted": "59s",
"totalProcessingTime": 48,
"processingSpeedRatio": 0.8135593220338984,
"totalFramesProcessed": 59,
"averageTimePerFrame": 0.8135593220338984,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 21.10999155044556,
"frameProcessed": 59,
"averageTimePerFrame": 0.3577964669567044,
"percentageOfTotal": 56.54331497697404
},
{
"name": "FaceRecognitionPlugin",
"duration": 11.133465051651,
"frameProcessed": 59,
"averageTimePerFrame": 0.18870279748561017,
"percentageOfTotal": 29.821092997422248
},
{
"name": "TextDetectionPlugin",
"duration": 2.519435405731201,
"frameProcessed": 59,
"averageTimePerFrame": 0.04270229501239324,
"percentageOfTotal": 6.7483319152438455
},
{
"name": "DominantColorPlugin",
"duration": 1.926422834396362,
"frameProcessed": 59,
"averageTimePerFrame": 0.03265123448129427,
"percentageOfTotal": 5.159942051317852
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.6412525177001953,
"frameProcessed": 59,
"averageTimePerFrame": 0.010868686740681276,
"percentageOfTotal": 1.7176010232621084
},
{
"name": "ShotTypePlugin",
"duration": 0.003627777099609375,
"frameProcessed": 59,
"averageTimePerFrame": 0.00006148774745100635,
"percentageOfTotal": 0.009717035779918948
}
],
"stages": {
"frameAnalysis": 40,
"sceneCreation": 0,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 3,
"visualEmbedding": 2
}
},
{
"videoName": "How is he using AI or vibe coding in his product-building journey?.mp4",
"videoDuration": 55,
"videoDurationFormatted": "55s",
"totalProcessingTime": 49,
"processingSpeedRatio": 0.8909090909090909,
"totalFramesProcessed": 56,
"averageTimePerFrame": 0.875,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 20.37358021736145,
"frameProcessed": 56,
"averageTimePerFrame": 0.363813932452883,
"percentageOfTotal": 55.296969997696564
},
{
"name": "FaceRecognitionPlugin",
"duration": 11.15072154998779,
"frameProcessed": 56,
"averageTimePerFrame": 0.19912002767835338,
"percentageOfTotal": 30.264740336453166
},
{
"name": "TextDetectionPlugin",
"duration": 2.771148681640625,
"frameProcessed": 56,
"averageTimePerFrame": 0.04948479788643973,
"percentageOfTotal": 7.521315540665606
},
{
"name": "DominantColorPlugin",
"duration": 1.867848634719849,
"frameProcessed": 56,
"averageTimePerFrame": 0.03335443990571159,
"percentageOfTotal": 5.069622953472163
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.6770796775817871,
"frameProcessed": 56,
"averageTimePerFrame": 0.012090708528246199,
"percentageOfTotal": 1.8376963802064143
},
{
"name": "ShotTypePlugin",
"duration": 0.003557205200195312,
"frameProcessed": 56,
"averageTimePerFrame": 0.00006352152143205914,
"percentageOfTotal": 0.009654791506071634
}
],
"stages": {
"frameAnalysis": 40,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 3,
"visualEmbedding": 2
}
},
{
"videoName": "How 500,000 Developers Joined This 30 Days JavaScript Challenge? #podcast #webdevelopment.mp4",
"videoDuration": 57,
"videoDurationFormatted": "57s",
"totalProcessingTime": 47,
"processingSpeedRatio": 0.8245614035087719,
"totalFramesProcessed": 58,
"averageTimePerFrame": 0.8103448275862069,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 20.38897633552551,
"frameProcessed": 58,
"averageTimePerFrame": 0.3515340747504398,
"percentageOfTotal": 55.885760215213864
},
{
"name": "FaceRecognitionPlugin",
"duration": 11.69938611984253,
"frameProcessed": 58,
"averageTimePerFrame": 0.20171355379038844,
"percentageOfTotal": 32.06777410494596
},
{
"name": "DominantColorPlugin",
"duration": 2.01732325553894,
"frameProcessed": 58,
"averageTimePerFrame": 0.03478143544032655,
"percentageOfTotal": 5.529441099952997
},
{
"name": "TextDetectionPlugin",
"duration": 1.681126594543457,
"frameProcessed": 58,
"averageTimePerFrame": 0.02898494128523202,
"percentageOfTotal": 4.607933042247714
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.6925878524780273,
"frameProcessed": 58,
"averageTimePerFrame": 0.011941169870310816,
"percentageOfTotal": 1.8983689035979916
},
{
"name": "ShotTypePlugin",
"duration": 0.003911972045898438,
"frameProcessed": 58,
"averageTimePerFrame": 0.00006744779389480067,
"percentageOfTotal": 0.0107226340414537
}
],
"stages": {
"frameAnalysis": 38,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 3,
"visualEmbedding": 2
}
},
{
"videoName": "Behind The Scenes Of Managing Design Packs! with Anne Thomas.mp4",
"videoDuration": 61,
"videoDurationFormatted": "1m1s",
"totalProcessingTime": 53,
"processingSpeedRatio": 0.8688524590163934,
"totalFramesProcessed": 62,
"averageTimePerFrame": 0.8548387096774194,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 19.88039612770081,
"frameProcessed": 62,
"averageTimePerFrame": 0.3206515504467872,
"percentageOfTotal": 53.127052746215455
},
{
"name": "FaceRecognitionPlugin",
"duration": 12.376540184021,
"frameProcessed": 62,
"averageTimePerFrame": 0.19962161587130645,
"percentageOfTotal": 33.07424555066865
},
{
"name": "TextDetectionPlugin",
"duration": 2.392093420028687,
"frameProcessed": 62,
"averageTimePerFrame": 0.038582151935946565,
"percentageOfTotal": 6.39247188453465
},
{
"name": "DominantColorPlugin",
"duration": 2.027218818664551,
"frameProcessed": 62,
"averageTimePerFrame": 0.03269707772039598,
"percentageOfTotal": 5.417405187276206
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.7401938438415527,
"frameProcessed": 62,
"averageTimePerFrame": 0.011938610384541174,
"percentageOfTotal": 1.978044961055916
},
{
"name": "ShotTypePlugin",
"duration": 0.004033803939819336,
"frameProcessed": 62,
"averageTimePerFrame": 0.0000650613538680538,
"percentageOfTotal": 0.010779670249128888
}
],
"stages": {
"frameAnalysis": 43,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 4,
"visualEmbedding": 2
}
},
{
"videoName": "The secret of building successful online course with Wes Bos #podcast #webdevelopment.mp4",
"videoDuration": 35,
"videoDurationFormatted": "35s",
"totalProcessingTime": 30,
"processingSpeedRatio": 0.8571428571428571,
"totalFramesProcessed": 36,
"averageTimePerFrame": 0.8333333333333334,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 13.14652490615845,
"frameProcessed": 36,
"averageTimePerFrame": 0.3651812473932903,
"percentageOfTotal": 54.481744006363385
},
{
"name": "FaceRecognitionPlugin",
"duration": 7.449667930603027,
"frameProcessed": 36,
"averageTimePerFrame": 0.20693522029452854,
"percentageOfTotal": 30.872865949343005
},
{
"name": "TextDetectionPlugin",
"duration": 1.924388408660889,
"frameProcessed": 36,
"averageTimePerFrame": 0.05345523357391358,
"percentageOfTotal": 7.975038072636341
},
{
"name": "DominantColorPlugin",
"duration": 1.151385068893433,
"frameProcessed": 36,
"averageTimePerFrame": 0.03198291858037314,
"percentageOfTotal": 4.771562601065446
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.4558475017547607,
"frameProcessed": 36,
"averageTimePerFrame": 0.012662430604298908,
"percentageOfTotal": 1.889120286449927
},
{
"name": "ShotTypePlugin",
"duration": 0.002333164215087891,
"frameProcessed": 36,
"averageTimePerFrame": 0.00006481011708577475,
"percentageOfTotal": 0.009669084141899709
}
],
"stages": {
"frameAnalysis": 26,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "Join us as Scott Tolinski, Founder of @LevelUpTutorials and co-host of @Syntax.fm.mp4",
"videoDuration": 57,
"videoDurationFormatted": "57s",
"totalProcessingTime": 53,
"processingSpeedRatio": 0.9298245614035088,
"totalFramesProcessed": 58,
"averageTimePerFrame": 0.9137931034482759,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 21.74387431144714,
"frameProcessed": 58,
"averageTimePerFrame": 0.3748943846801231,
"percentageOfTotal": 54.05197910767846
},
{
"name": "FaceRecognitionPlugin",
"duration": 13.28233551979065,
"frameProcessed": 58,
"averageTimePerFrame": 0.2290057848239767,
"percentageOfTotal": 33.01787490736825
},
{
"name": "TextDetectionPlugin",
"duration": 2.486585378646851,
"frameProcessed": 58,
"averageTimePerFrame": 0.04287216170080778,
"percentageOfTotal": 6.181274735630734
},
{
"name": "DominantColorPlugin",
"duration": 1.968482494354248,
"frameProcessed": 58,
"averageTimePerFrame": 0.033939353350935314,
"percentageOfTotal": 4.893349415777838
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.7422919273376465,
"frameProcessed": 58,
"averageTimePerFrame": 0.012798136678235284,
"percentageOfTotal": 1.845225334435009
},
{
"name": "ShotTypePlugin",
"duration": 0.004142045974731445,
"frameProcessed": 58,
"averageTimePerFrame": 0.00007141458577123182,
"percentageOfTotal": 0.010296499109699243
}
],
"stages": {
"frameAnalysis": 43,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 4,
"visualEmbedding": 2
}
},
{
"videoName": "He Made $400⧸Day Copying & Pasting.mp4",
"videoDuration": 38,
"videoDurationFormatted": "38s",
"totalProcessingTime": 30,
"processingSpeedRatio": 0.7894736842105263,
"totalFramesProcessed": 38,
"averageTimePerFrame": 0.7894736842105263,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 12.6877908706665,
"frameProcessed": 38,
"averageTimePerFrame": 0.3338892334385921,
"percentageOfTotal": 52.42343483769496
},
{
"name": "FaceRecognitionPlugin",
"duration": 7.384896516799927,
"frameProcessed": 38,
"averageTimePerFrame": 0.1943393820210507,
"percentageOfTotal": 30.512927370723958
},
{
"name": "TextDetectionPlugin",
"duration": 2.42914867401123,
"frameProcessed": 38,
"averageTimePerFrame": 0.06392496510555869,
"percentageOfTotal": 10.03676041961837
},
{
"name": "DominantColorPlugin",
"duration": 1.234918355941772,
"frameProcessed": 38,
"averageTimePerFrame": 0.032497851472151895,
"percentageOfTotal": 5.102437660149272
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.4632563591003418,
"frameProcessed": 38,
"averageTimePerFrame": 0.012190956818430047,
"percentageOfTotal": 1.9140833736936307
},
{
"name": "ShotTypePlugin",
"duration": 0.002506494522094727,
"frameProcessed": 38,
"averageTimePerFrame": 0.00006596038216038755,
"percentageOfTotal": 0.010356338119810906
}
],
"stages": {
"frameAnalysis": 26,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "I Built a Shopify App Using AI Tools | Part 3⧸3.mp4",
"videoDuration": 360,
"videoDurationFormatted": "6m",
"totalProcessingTime": 299,
"processingSpeedRatio": 0.8305555555555556,
"totalFramesProcessed": 145,
"averageTimePerFrame": 2.0620689655172413,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 167.0740468502045,
"frameProcessed": 145,
"averageTimePerFrame": 1.1522348058634793,
"percentageOfTotal": 75.72055576506641
},
{
"name": "DescriptorPlugin",
"duration": 42.15389752388,
"frameProcessed": 145,
"averageTimePerFrame": 0.2907165346474483,
"percentageOfTotal": 19.104801783090007
},
{
"name": "FaceRecognitionPlugin",
"duration": 5.190246343612671,
"frameProcessed": 145,
"averageTimePerFrame": 0.03579480236974256,
"percentageOfTotal": 2.3523003429031637
},
{
"name": "DominantColorPlugin",
"duration": 4.557718992233276,
"frameProcessed": 145,
"averageTimePerFrame": 0.031432544774022596,
"percentageOfTotal": 2.0656291124756443
},
{
"name": "ObjectDetectionPlugin",
"duration": 1.667215347290039,
"frameProcessed": 145,
"averageTimePerFrame": 0.011498036877862338,
"percentageOfTotal": 0.7556079179074212
},
{
"name": "ShotTypePlugin",
"duration": 0.00243830680847168,
"frameProcessed": 145,
"averageTimePerFrame": 0.00001681590902394262,
"percentageOfTotal": 0.0011050785573462332
}
],
"stages": {
"frameAnalysis": 271,
"sceneCreation": 1,
"transcription": 11,
"textEmbedding": 3,
"audioEmbedding": 8,
"visualEmbedding": 5
}
},
{
"videoName": "Why They Said NativePHP on Mobile Was Impossible.mp4",
"videoDuration": 34,
"videoDurationFormatted": "34s",
"totalProcessingTime": 31,
"processingSpeedRatio": 0.9117647058823529,
"totalFramesProcessed": 34,
"averageTimePerFrame": 0.9117647058823529,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 13.91273045539856,
"frameProcessed": 34,
"averageTimePerFrame": 0.40919795457054586,
"percentageOfTotal": 59.60389838702477
},
{
"name": "FaceRecognitionPlugin",
"duration": 5.95930004119873,
"frameProcessed": 34,
"averageTimePerFrame": 0.17527353062349205,
"percentageOfTotal": 25.53039572297429
},
{
"name": "TextDetectionPlugin",
"duration": 2.000614404678345,
"frameProcessed": 34,
"averageTimePerFrame": 0.058841600137598385,
"percentageOfTotal": 8.570885353550114
},
{
"name": "DominantColorPlugin",
"duration": 1.086622476577759,
"frameProcessed": 34,
"averageTimePerFrame": 0.031959484605228204,
"percentageOfTotal": 4.65522823766534
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.3809030055999756,
"frameProcessed": 34,
"averageTimePerFrame": 0.01120302957646987,
"percentageOfTotal": 1.6318366918611364
},
{
"name": "ShotTypePlugin",
"duration": 0.001810312271118164,
"frameProcessed": 34,
"averageTimePerFrame": 0.00005324447856229894,
"percentageOfTotal": 0.0077556069243504945
}
],
"stages": {
"frameAnalysis": 25,
"sceneCreation": 1,
"transcription": 1,
"textEmbedding": 1,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "How should developers deal with AI? #podcast #ai #computerprogrammer.mp4",
"videoDuration": 45,
"videoDurationFormatted": "45s",
"totalProcessingTime": 39,
"processingSpeedRatio": 0.8666666666666667,
"totalFramesProcessed": 46,
"averageTimePerFrame": 0.8478260869565217,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 17.34905099868774,
"frameProcessed": 46,
"averageTimePerFrame": 0.3771532825801683,
"percentageOfTotal": 58.06695218961667
},
{
"name": "FaceRecognitionPlugin",
"duration": 8.892493486404419,
"frameProcessed": 46,
"averageTimePerFrame": 0.19331507579140042,
"percentageOfTotal": 29.763010908238147
},
{
"name": "TextDetectionPlugin",
"duration": 1.594140529632568,
"frameProcessed": 46,
"averageTimePerFrame": 0.034655228905055825,
"percentageOfTotal": 5.3355588109520315
},
{
"name": "DominantColorPlugin",
"duration": 1.510759115219116,
"frameProcessed": 46,
"averageTimePerFrame": 0.032842589461285134,
"percentageOfTotal": 5.056482762088336
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.5284948348999023,
"frameProcessed": 46,
"averageTimePerFrame": 0.011489018149997877,
"percentageOfTotal": 1.7688624186368
},
{
"name": "ShotTypePlugin",
"duration": 0.002728700637817383,
"frameProcessed": 46,
"averageTimePerFrame": 0.000059319579082986586,
"percentageOfTotal": 0.009132910468007918
}
],
"stages": {
"frameAnalysis": 32,
"sceneCreation": 0,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 2,
"visualEmbedding": 2
}
},
{
"videoName": "My experience optimizing the performance of my Shopify app to be approved for the Built for Shopify.mp4",
"videoDuration": 354,
"videoDurationFormatted": "5m54s",
"totalProcessingTime": 275,
"processingSpeedRatio": 0.7768361581920904,
"totalFramesProcessed": 144,
"averageTimePerFrame": 1.9097222222222223,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 161.1512904167175,
"frameProcessed": 144,
"averageTimePerFrame": 1.1191061834494271,
"percentageOfTotal": 69.59790579794729
},
{
"name": "DescriptorPlugin",
"duration": 46.86395716667175,
"frameProcessed": 144,
"averageTimePerFrame": 0.32544414699077606,
"percentageOfTotal": 20.239572812422868
},
{
"name": "FaceRecognitionPlugin",
"duration": 16.6582624912262,
"frameProcessed": 144,
"averageTimePerFrame": 0.11568237841129306,
"percentageOfTotal": 7.194358671431204
},
{
"name": "DominantColorPlugin",
"duration": 4.927029848098755,
"frameProcessed": 144,
"averageTimePerFrame": 0.034215485056241356,
"percentageOfTotal": 2.127882180433839
},
{
"name": "ObjectDetectionPlugin",
"duration": 1.935215711593628,
"frameProcessed": 144,
"averageTimePerFrame": 0.013438997997177972,
"percentageOfTotal": 0.8357795984501077
},
{
"name": "ShotTypePlugin",
"duration": 0.0104217529296875,
"frameProcessed": 144,
"averageTimePerFrame": 0.00007237328423394097,
"percentageOfTotal": 0.004500939314691503
}
],
"stages": {
"frameAnalysis": 246,
"sceneCreation": 1,
"transcription": 11,
"textEmbedding": 2,
"audioEmbedding": 9,
"visualEmbedding": 6
}
},
{
"videoName": "She loves how Shopify gets feedback from its users — something more devs and platforms should copy..mp4",
"videoDuration": 29,
"videoDurationFormatted": "29s",
"totalProcessingTime": 24,
"processingSpeedRatio": 0.8275862068965517,
"totalFramesProcessed": 30,
"averageTimePerFrame": 0.8,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 9.372272253036499,
"frameProcessed": 30,
"averageTimePerFrame": 0.3124090751012166,
"percentageOfTotal": 52.59756668664769
},
{
"name": "FaceRecognitionPlugin",
"duration": 5.839985609054565,
"frameProcessed": 30,
"averageTimePerFrame": 0.1946661869684855,
"percentageOfTotal": 32.77423278242812
},
{
"name": "TextDetectionPlugin",
"duration": 1.234262704849243,
"frameProcessed": 30,
"averageTimePerFrame": 0.04114209016164143,
"percentageOfTotal": 6.926731658495856
},
{
"name": "DominantColorPlugin",
"duration": 1.019059419631958,
"frameProcessed": 30,
"averageTimePerFrame": 0.03396864732106527,
"percentageOfTotal": 5.7190022157521785
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.3513660430908203,
"frameProcessed": 30,
"averageTimePerFrame": 0.011712201436360677,
"percentageOfTotal": 1.9718802851576716
},
{
"name": "ShotTypePlugin",
"duration": 0.001886367797851562,
"frameProcessed": 30,
"averageTimePerFrame": 0.00006287892659505207,
"percentageOfTotal": 0.010586371518486008
}
],
"stages": {
"frameAnalysis": 20,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "Agafay Desert Mountain Biking Morocco 2023 | 4k.mp4",
"videoDuration": 586,
"videoDurationFormatted": "9m46s",
"totalProcessingTime": 537,
"processingSpeedRatio": 0.9163822525597269,
"totalFramesProcessed": 235,
"averageTimePerFrame": 2.2851063829787233,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 63.62559294700623,
"frameProcessed": 235,
"averageTimePerFrame": 0.2707472040298138,
"percentageOfTotal": 70.30365969001787
},
{
"name": "FaceRecognitionPlugin",
"duration": 10.0064263343811,
"frameProcessed": 235,
"averageTimePerFrame": 0.04258053759311106,
"percentageOfTotal": 11.056688969665045
},
{
"name": "DominantColorPlugin",
"duration": 7.44226861000061,
"frameProcessed": 235,
"averageTimePerFrame": 0.03166922812766217,
"percentageOfTotal": 8.223400292944607
},
{
"name": "TextDetectionPlugin",
"duration": 6.671544313430786,
"frameProcessed": 235,
"averageTimePerFrame": 0.02838955026991824,
"percentageOfTotal": 7.371781688682579
},
{
"name": "ObjectDetectionPlugin",
"duration": 2.752561807632446,
"frameProcessed": 235,
"averageTimePerFrame": 0.011713028968648705,
"percentageOfTotal": 3.041467429006292
},
{
"name": "ShotTypePlugin",
"duration": 0.002716779708862305,
"frameProcessed": 235,
"averageTimePerFrame": 0.000011560764718563,
"percentageOfTotal": 0.0030019296836052266
}
],
"stages": {
"frameAnalysis": 498,
"sceneCreation": 1,
"transcription": 7,
"textEmbedding": 3,
"audioEmbedding": 19,
"visualEmbedding": 9
}
},
{
"videoName": "Family time matters so much!.mp4",
"videoDuration": 37,
"videoDurationFormatted": "37s",
"totalProcessingTime": 31,
"processingSpeedRatio": 0.8378378378378378,
"totalFramesProcessed": 38,
"averageTimePerFrame": 0.8157894736842105,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 13.34297657012939,
"frameProcessed": 38,
"averageTimePerFrame": 0.351130962371826,
"percentageOfTotal": 54.37800220945825
},
{
"name": "FaceRecognitionPlugin",
"duration": 7.695575475692749,
"frameProcessed": 38,
"averageTimePerFrame": 0.2025151440971776,
"percentageOfTotal": 31.362568765734938
},
{
"name": "TextDetectionPlugin",
"duration": 1.784909248352051,
"frameProcessed": 38,
"averageTimePerFrame": 0.0469712960092645,
"percentageOfTotal": 7.274223899025335
},
{
"name": "DominantColorPlugin",
"duration": 1.275569438934326,
"frameProcessed": 38,
"averageTimePerFrame": 0.03356761681406121,
"percentageOfTotal": 5.198459084756946
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.4360353946685791,
"frameProcessed": 38,
"averageTimePerFrame": 0.011474615649173134,
"percentageOfTotal": 1.777019807392202
},
{
"name": "ShotTypePlugin",
"duration": 0.002386569976806641,
"frameProcessed": 38,
"averageTimePerFrame": 0.00006280447307385898,
"percentageOfTotal": 0.009726233632332593
}
],
"stages": {
"frameAnalysis": 27,
"sceneCreation": 0,
"transcription": 1,
"textEmbedding": 0,
"audioEmbedding": 2,
"visualEmbedding": 1
}
},
{
"videoName": "Impact of vibe coding or AI on the software developer hiring dropdown?.mp4",
"videoDuration": 57,
"videoDurationFormatted": "57s",
"totalProcessingTime": 50,
"processingSpeedRatio": 0.8771929824561403,
"totalFramesProcessed": 57,
"averageTimePerFrame": 0.8771929824561403,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 18.89503240585327,
"frameProcessed": 57,
"averageTimePerFrame": 0.33149179659391703,
"percentageOfTotal": 49.94134791896226
},
{
"name": "FaceRecognitionPlugin",
"duration": 13.67942643165588,
"frameProcessed": 57,
"averageTimePerFrame": 0.23998993739747157,
"percentageOfTotal": 36.15601074828238
},
{
"name": "TextDetectionPlugin",
"duration": 2.670311212539673,
"frameProcessed": 57,
"averageTimePerFrame": 0.04684756513227496,
"percentageOfTotal": 7.057883704715852
},
{
"name": "DominantColorPlugin",
"duration": 1.839140653610229,
"frameProcessed": 57,
"averageTimePerFrame": 0.03226562550193384,
"percentageOfTotal": 4.861021737406665
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.7467305660247803,
"frameProcessed": 57,
"averageTimePerFrame": 0.013100536246048776,
"percentageOfTotal": 1.973679123620592
},
{
"name": "ShotTypePlugin",
"duration": 0.003804922103881836,
"frameProcessed": 57,
"averageTimePerFrame": 0.000066753019366348,
"percentageOfTotal": 0.010056767012246438
}
],
"stages": {
"frameAnalysis": 41,
"sceneCreation": 1,
"transcription": 2,
"textEmbedding": 1,
"audioEmbedding": 3,
"visualEmbedding": 2
}
},
{
"videoName": "How to link your Shopify app CLI with Cloudflare tunnel to get custom development app URL.mp4",
"videoDuration": 306,
"videoDurationFormatted": "5m6s",
"totalProcessingTime": 252,
"processingSpeedRatio": 0.8235294117647058,
"totalFramesProcessed": 123,
"averageTimePerFrame": 2.048780487804878,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 148.2229857444763,
"frameProcessed": 123,
"averageTimePerFrame": 1.2050649247518397,
"percentageOfTotal": 77.38569592436507
},
{
"name": "DescriptorPlugin",
"duration": 34.78733706474304,
"frameProcessed": 123,
"averageTimePerFrame": 0.2828238785751467,
"percentageOfTotal": 18.162110785917164
},
{
"name": "DominantColorPlugin",
"duration": 3.782472372055054,
"frameProcessed": 123,
"averageTimePerFrame": 0.03075180790288662,
"percentageOfTotal": 1.9747899109978115
},
{
"name": "FaceRecognitionPlugin",
"duration": 3.235942363739014,
"frameProcessed": 123,
"averageTimePerFrame": 0.026308474501943204,
"percentageOfTotal": 1.6894522164111143
},
{
"name": "ObjectDetectionPlugin",
"duration": 1.507981777191162,
"frameProcessed": 123,
"averageTimePerFrame": 0.012260014448708636,
"percentageOfTotal": 0.7873017716049329
},
{
"name": "ShotTypePlugin",
"duration": 0.001243829727172852,
"frameProcessed": 123,
"averageTimePerFrame": 0.00001011243680628335,
"percentageOfTotal": 0.0006493907039129478
}
],
"stages": {
"frameAnalysis": 233,
"sceneCreation": 1,
"transcription": 6,
"textEmbedding": 2,
"audioEmbedding": 6,
"visualEmbedding": 4
}
},
{
"videoName": "How much can you make from one Shopify app as a developer?.mp4",
"videoDuration": 20,
"videoDurationFormatted": "20s",
"totalProcessingTime": 19,
"processingSpeedRatio": 0.95,
"totalFramesProcessed": 21,
"averageTimePerFrame": 0.9047619047619048,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 7.728199481964111,
"frameProcessed": 21,
"averageTimePerFrame": 0.36800949914114817,
"percentageOfTotal": 56.22484081831257
},
{
"name": "FaceRecognitionPlugin",
"duration": 4.626571655273438,
"frameProcessed": 21,
"averageTimePerFrame": 0.22031293596540183,
"percentageOfTotal": 33.65961961247857
},
{
"name": "DominantColorPlugin",
"duration": 0.6144680976867676,
"frameProcessed": 21,
"averageTimePerFrame": 0.02926038560413179,
"percentageOfTotal": 4.4704295044399425
},
{
"name": "TextDetectionPlugin",
"duration": 0.5279686450958252,
"frameProcessed": 21,
"averageTimePerFrame": 0.025141364052182154,
"percentageOfTotal": 3.8411214794404533
},
{
"name": "ObjectDetectionPlugin",
"duration": 0.2464015483856201,
"frameProcessed": 21,
"averageTimePerFrame": 0.011733407065981909,
"percentageOfTotal": 1.79264107606165
},
{
"name": "ShotTypePlugin",
"duration": 0.001559734344482422,
"frameProcessed": 21,
"averageTimePerFrame": 0.00007427306402297248,
"percentageOfTotal": 0.011347509266814567
}
],
"stages": {
"frameAnalysis": 15,
"sceneCreation": 1,
"transcription": 0,
"textEmbedding": 1,
"audioEmbedding": 1,
"visualEmbedding": 1
}
},
{
"videoName": "EP 01, Season 02: Morocco tech entrepreneurship in the public sector | Interview with Tarik Fadli.mp4",
"videoDuration": 3481,
"videoDurationFormatted": "58m1s",
"totalProcessingTime": 1923,
"processingSpeedRatio": 0.5524274633725941,
"totalFramesProcessed": 1393,
"averageTimePerFrame": 1.3804737975592247,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 370.8319251537323,
"frameProcessed": 1393,
"averageTimePerFrame": 0.26621100154611077,
"percentageOfTotal": 35.85085243907103
},
{
"name": "TextDetectionPlugin",
"duration": 303.5432827472687,
"frameProcessed": 1393,
"averageTimePerFrame": 0.21790616134046567,
"percentageOfTotal": 29.345600258478772
},
{
"name": "FaceRecognitionPlugin",
"duration": 296.7255165576935,
"frameProcessed": 1393,
"averageTimePerFrame": 0.2130118568253363,
"percentageOfTotal": 28.68648028242703
},
{
"name": "DominantColorPlugin",
"duration": 44.4308168888092,
"frameProcessed": 1393,
"averageTimePerFrame": 0.031895776661025985,
"percentageOfTotal": 4.29543022588397
},
{
"name": "ObjectDetectionPlugin",
"duration": 18.75813770294189,
"frameProcessed": 1393,
"averageTimePerFrame": 0.013465999786749384,
"percentageOfTotal": 1.813477160956826
},
{
"name": "ShotTypePlugin",
"duration": 0.08440113067626953,
"frameProcessed": 1393,
"averageTimePerFrame": 0.000060589469257910645,
"percentageOfTotal": 0.008159633182367704
}
],
"stages": {
"frameAnalysis": 1625,
"sceneCreation": 1,
"transcription": 113,
"textEmbedding": 38,
"audioEmbedding": 89,
"visualEmbedding": 57
}
},
{
"videoName": "EP 18: Remote working in Morocco, Author of Make It Legal eBook and working at Automatic.mp4",
"videoDuration": 3361,
"videoDurationFormatted": "56m1s",
"totalProcessingTime": 1816,
"processingSpeedRatio": 0.5403153823266885,
"totalFramesProcessed": 1345,
"averageTimePerFrame": 1.350185873605948,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 363.2115688323975,
"frameProcessed": 1345,
"averageTimePerFrame": 0.27004577608356695,
"percentageOfTotal": 35.89500368094442
},
{
"name": "FaceRecognitionPlugin",
"duration": 305.7637605667114,
"frameProcessed": 1345,
"averageTimePerFrame": 0.2273336509789676,
"percentageOfTotal": 30.217625904162936
},
{
"name": "TextDetectionPlugin",
"duration": 282.0390088558197,
"frameProcessed": 1345,
"averageTimePerFrame": 0.20969443037607413,
"percentageOfTotal": 27.872986792777915
},
{
"name": "DominantColorPlugin",
"duration": 43.53061842918396,
"frameProcessed": 1345,
"averageTimePerFrame": 0.03236477206630778,
"percentageOfTotal": 4.301987719643283
},
{
"name": "ObjectDetectionPlugin",
"duration": 17.2432963848114,
"frameProcessed": 1345,
"averageTimePerFrame": 0.012820294709896953,
"percentageOfTotal": 1.704098218000407
},
{
"name": "ShotTypePlugin",
"duration": 0.08396196365356445,
"frameProcessed": 1345,
"averageTimePerFrame": 0.00006242525178703676,
"percentageOfTotal": 0.008297684471043735
}
],
"stages": {
"frameAnalysis": 1516,
"sceneCreation": 1,
"transcription": 124,
"textEmbedding": 33,
"audioEmbedding": 82,
"visualEmbedding": 60
}
},
{
"videoName": "Ep 01: How to create a video programmatically using FFmpeg | #Code_with_Ilias.mp4",
"videoDuration": 519,
"videoDurationFormatted": "8m39s",
"totalProcessingTime": 239,
"processingSpeedRatio": 0.4605009633911368,
"totalFramesProcessed": 208,
"averageTimePerFrame": 1.1490384615384615,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 59.35074973106384,
"frameProcessed": 208,
"averageTimePerFrame": 0.28534014293780696,
"percentageOfTotal": 48.816091601111175
},
{
"name": "TextDetectionPlugin",
"duration": 40.59994983673096,
"frameProcessed": 208,
"averageTimePerFrame": 0.19519206652274498,
"percentageOfTotal": 33.39352711147044
},
{
"name": "FaceRecognitionPlugin",
"duration": 12.6920211315155,
"frameProcessed": 208,
"averageTimePerFrame": 0.06101933236305528,
"percentageOfTotal": 10.43920875417379
},
{
"name": "DominantColorPlugin",
"duration": 6.5971999168396,
"frameProcessed": 208,
"averageTimePerFrame": 0.031717307292498075,
"percentageOfTotal": 5.426208041357329
},
{
"name": "ObjectDetectionPlugin",
"duration": 2.335036516189575,
"frameProcessed": 208,
"averageTimePerFrame": 0.011226137097065266,
"percentageOfTotal": 1.9205714667929377
},
{
"name": "ShotTypePlugin",
"duration": 0.005341053009033203,
"frameProcessed": 208,
"averageTimePerFrame": 0.000025678139466505785,
"percentageOfTotal": 0.004393025094321447
}
],
"stages": {
"frameAnalysis": 197,
"sceneCreation": 1,
"transcription": 15,
"textEmbedding": 4,
"audioEmbedding": 14,
"visualEmbedding": 8
}
},
{
"videoName": "How to become a Shopify app developer in 2025.mp4",
"videoDuration": 377,
"videoDurationFormatted": "6m17s",
"totalProcessingTime": 240,
"processingSpeedRatio": 0.636604774535809,
"totalFramesProcessed": 154,
"averageTimePerFrame": 1.5584415584415585,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 45.33042931556702,
"frameProcessed": 154,
"averageTimePerFrame": 0.2943534371140715,
"percentageOfTotal": 62.01127099370741
},
{
"name": "FaceRecognitionPlugin",
"duration": 17.48421287536621,
"frameProcessed": 154,
"averageTimePerFrame": 0.11353384984004034,
"percentageOfTotal": 23.918111500295648
},
{
"name": "DominantColorPlugin",
"duration": 5.282768487930298,
"frameProcessed": 154,
"averageTimePerFrame": 0.03430369148006687,
"percentageOfTotal": 7.226739151785727
},
{
"name": "TextDetectionPlugin",
"duration": 3.238495349884033,
"frameProcessed": 154,
"averageTimePerFrame": 0.021029190583662552,
"percentageOfTotal": 4.430207606362884
},
{
"name": "ObjectDetectionPlugin",
"duration": 1.753624200820923,
"frameProcessed": 154,
"averageTimePerFrame": 0.011387170135200799,
"percentageOfTotal": 2.3989286485951213
},
{
"name": "ShotTypePlugin",
"duration": 0.01077651977539062,
"frameProcessed": 154,
"averageTimePerFrame": 0.00006997740113890013,
"percentageOfTotal": 0.014742099253211885
}
],
"stages": {
"frameAnalysis": 212,
"sceneCreation": 1,
"transcription": 11,
"textEmbedding": 2,
"audioEmbedding": 9,
"visualEmbedding": 5
}
},
{
"videoName": "Episode 08, Season 02 (Special): The impact of vibe coding (AI) on the shipped products.mp4",
"videoDuration": 3695,
"videoDurationFormatted": "1h1m35s",
"totalProcessingTime": 2196,
"processingSpeedRatio": 0.5943166441136671,
"totalFramesProcessed": 1479,
"averageTimePerFrame": 1.484787018255578,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 376.8942058086395,
"frameProcessed": 1479,
"averageTimePerFrame": 0.25483042989089894,
"percentageOfTotal": 35.24208463967972
},
{
"name": "FaceRecognitionPlugin",
"duration": 362.3874382972717,
"frameProcessed": 1479,
"averageTimePerFrame": 0.24502193258774285,
"percentageOfTotal": 33.8856065601431
},
{
"name": "TextDetectionPlugin",
"duration": 262.2043509483337,
"frameProcessed": 1479,
"averageTimePerFrame": 0.17728488907933312,
"percentageOfTotal": 24.517829636535204
},
{
"name": "DominantColorPlugin",
"duration": 48.27357649803162,
"frameProcessed": 1479,
"averageTimePerFrame": 0.03263933502233375,
"percentageOfTotal": 4.513896585790087
},
{
"name": "ObjectDetectionPlugin",
"duration": 19.58496713638306,
"frameProcessed": 1479,
"averageTimePerFrame": 0.0132420332227066,
"percentageOfTotal": 1.83132311096393
},
{
"name": "ShotTypePlugin",
"duration": 0.09902477264404297,
"frameProcessed": 1479,
"averageTimePerFrame": 0.00006695386926574914,
"percentageOfTotal": 0.0092594668879529
}
],
"stages": {
"frameAnalysis": 1878,
"sceneCreation": 1,
"transcription": 132,
"textEmbedding": 35,
"audioEmbedding": 88,
"visualEmbedding": 62
}
},
{
"videoName": "Ep 06, Season 02: Building Shopify Apps and SaaS Insights with Benjamin Ayles.mp4",
"videoDuration": 4317,
"videoDurationFormatted": "1h11m57s",
"totalProcessingTime": 2426,
"processingSpeedRatio": 0.56196432707899,
"totalFramesProcessed": 1728,
"averageTimePerFrame": 1.4039351851851851,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 445.5498385429382,
"frameProcessed": 1728,
"averageTimePerFrame": 0.2578413417493855,
"percentageOfTotal": 37.82110331178322
},
{
"name": "FaceRecognitionPlugin",
"duration": 360.8755276203156,
"frameProcessed": 1728,
"averageTimePerFrame": 0.20884000440990486,
"percentageOfTotal": 30.633409401419616
},
{
"name": "TextDetectionPlugin",
"duration": 293.5039141178131,
"frameProcessed": 1728,
"averageTimePerFrame": 0.16985180215151222,
"percentageOfTotal": 24.914478466796204
},
{
"name": "DominantColorPlugin",
"duration": 55.1166558265686,
"frameProcessed": 1728,
"averageTimePerFrame": 0.03189621286259757,
"percentageOfTotal": 4.678652204282544
},
{
"name": "ObjectDetectionPlugin",
"duration": 22.89614987373352,
"frameProcessed": 1728,
"averageTimePerFrame": 0.013250086732484677,
"percentageOfTotal": 1.9435707858147824
},
{
"name": "ShotTypePlugin",
"duration": 0.1035010814666748,
"frameProcessed": 1728,
"averageTimePerFrame": 0.00005989645918210348,
"percentageOfTotal": 0.00878582990363973
}
],
"stages": {
"frameAnalysis": 2037,
"sceneCreation": 1,
"transcription": 169,
"textEmbedding": 40,
"audioEmbedding": 104,
"visualEmbedding": 75
}
},
{
"videoName": "How to add custom fields to a custom Shopify product page using Shopify Line Item Property.mp4",
"videoDuration": 576,
"videoDurationFormatted": "9m36s",
"totalProcessingTime": 388,
"processingSpeedRatio": 0.6736111111111112,
"totalFramesProcessed": 234,
"averageTimePerFrame": 1.6581196581196582,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 172.4347100257874,
"frameProcessed": 234,
"averageTimePerFrame": 0.7369004701956727,
"percentageOfTotal": 63.70143907110412
},
{
"name": "DescriptorPlugin",
"duration": 74.1546700000763,
"frameProcessed": 234,
"averageTimePerFrame": 0.3169002991456252,
"percentageOfTotal": 27.394479870910327
},
{
"name": "FaceRecognitionPlugin",
"duration": 13.86544370651245,
"frameProcessed": 234,
"averageTimePerFrame": 0.059254032933813885,
"percentageOfTotal": 5.122221142901786
},
{
"name": "DominantColorPlugin",
"duration": 7.426514863967896,
"frameProcessed": 234,
"averageTimePerFrame": 0.03173724300840981,
"percentageOfTotal": 2.7435293279813067
},
{
"name": "ObjectDetectionPlugin",
"duration": 2.80301308631897,
"frameProcessed": 234,
"averageTimePerFrame": 0.011978688403072523,
"percentageOfTotal": 1.035498985714376
},
{
"name": "ShotTypePlugin",
"duration": 0.007664918899536133,
"frameProcessed": 234,
"averageTimePerFrame": 0.000032756063673231336,
"percentageOfTotal": 0.002831601388089067
}
],
"stages": {
"frameAnalysis": 349,
"sceneCreation": 1,
"transcription": 10,
"textEmbedding": 4,
"audioEmbedding": 14,
"visualEmbedding": 10
}
},
{
"videoName": "EP 10: Building a Shopify App In Public (Part 3).mp4",
"videoDuration": 5040,
"videoDurationFormatted": "1h24m",
"totalProcessingTime": 3581,
"processingSpeedRatio": 0.710515873015873,
"totalFramesProcessed": 2017,
"averageTimePerFrame": 1.7754090233019335,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 2307.767448425293,
"frameProcessed": 2017,
"averageTimePerFrame": 1.1441583779996494,
"percentageOfTotal": 75.02432771121785
},
{
"name": "DescriptorPlugin",
"duration": 619.3797433376312,
"frameProcessed": 2017,
"averageTimePerFrame": 0.3070796942675415,
"percentageOfTotal": 20.135715526085743
},
{
"name": "DominantColorPlugin",
"duration": 62.50362014770508,
"frameProcessed": 2017,
"averageTimePerFrame": 0.030988408600746198,
"percentageOfTotal": 2.031960405845332
},
{
"name": "FaceRecognitionPlugin",
"duration": 61.57567596435547,
"frameProcessed": 2017,
"averageTimePerFrame": 0.030528347032402314,
"percentageOfTotal": 2.001793419758045
},
{
"name": "ObjectDetectionPlugin",
"duration": 24.78517174720764,
"frameProcessed": 2017,
"averageTimePerFrame": 0.012288136711555599,
"percentageOfTotal": 0.8057531311528591
},
{
"name": "ShotTypePlugin",
"duration": 0.01383614540100098,
"frameProcessed": 2017,
"averageTimePerFrame": 0.00000685976470054585,
"percentageOfTotal": 0.00044980594016657524
}
],
"stages": {
"frameAnalysis": 3219,
"sceneCreation": 1,
"transcription": 130,
"textEmbedding": 40,
"audioEmbedding": 116,
"visualEmbedding": 75
}
},
{
"videoName": "A Day in the Life of a Remote Software Engineer in Malaysia | Work, Life, and Culture.mp4",
"videoDuration": 265,
"videoDurationFormatted": "4m25s",
"totalProcessingTime": 67,
"processingSpeedRatio": 0.2528301886792453,
"totalFramesProcessed": 107,
"averageTimePerFrame": 0.6261682242990654,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 30.59100103378296,
"frameProcessed": 107,
"averageTimePerFrame": 0.2858972059232052,
"percentageOfTotal": 73.09514612362996
},
{
"name": "FaceRecognitionPlugin",
"duration": 3.594811916351318,
"frameProcessed": 107,
"averageTimePerFrame": 0.03359637305001232,
"percentageOfTotal": 8.58956207488879
},
{
"name": "DominantColorPlugin",
"duration": 3.234858989715576,
"frameProcessed": 107,
"averageTimePerFrame": 0.03023232700668763,
"percentageOfTotal": 7.729478688241466
},
{
"name": "TextDetectionPlugin",
"duration": 3.183406829833984,
"frameProcessed": 107,
"averageTimePerFrame": 0.02975146569938303,
"percentageOfTotal": 7.606537201600736
},
{
"name": "ObjectDetectionPlugin",
"duration": 1.245881795883179,
"frameProcessed": 107,
"averageTimePerFrame": 0.011643755101711952,
"percentageOfTotal": 2.9769510262930354
},
{
"name": "ShotTypePlugin",
"duration": 0.0009729862213134766,
"frameProcessed": 107,
"averageTimePerFrame": 0.000009093329171153987,
"percentageOfTotal": 0.002324885346008966
}
],
"stages": {
"frameAnalysis": 49,
"sceneCreation": 1,
"transcription": 6,
"textEmbedding": 2,
"audioEmbedding": 6,
"visualEmbedding": 3
}
},
{
"videoName": "I Built a Shopify App Using AI Tools | Bonus Part.mp4",
"videoDuration": 622,
"videoDurationFormatted": "10m22s",
"totalProcessingTime": 414,
"processingSpeedRatio": 0.6655948553054662,
"totalFramesProcessed": 251,
"averageTimePerFrame": 1.649402390438247,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 235.5649976730347,
"frameProcessed": 251,
"averageTimePerFrame": 0.9385059668248394,
"percentageOfTotal": 68.94635028986175
},
{
"name": "DescriptorPlugin",
"duration": 82.96012210845947,
"frameProcessed": 251,
"averageTimePerFrame": 0.3305184147747389,
"percentageOfTotal": 24.28118648984794
},
{
"name": "FaceRecognitionPlugin",
"duration": 12.4033465385437,
"frameProcessed": 251,
"averageTimePerFrame": 0.04941572326113028,
"percentageOfTotal": 3.6302739526691137
},
{
"name": "DominantColorPlugin",
"duration": 7.624810457229614,
"frameProcessed": 251,
"averageTimePerFrame": 0.030377730905297266,
"percentageOfTotal": 2.231667938237717
},
{
"name": "ObjectDetectionPlugin",
"duration": 3.105015277862549,
"frameProcessed": 251,
"averageTimePerFrame": 0.012370578796265136,
"percentageOfTotal": 0.9087915145187528
},
{
"name": "ShotTypePlugin",
"duration": 0.005910158157348633,
"frameProcessed": 251,
"averageTimePerFrame": 0.000023546446842026425,
"percentageOfTotal": 0.001729814864730592
}
],
"stages": {
"frameAnalysis": 361,
"sceneCreation": 1,
"transcription": 20,
"textEmbedding": 5,
"audioEmbedding": 16,
"visualEmbedding": 11
}
},
{
"videoName": "How to Build a Custom Shopify Flow Action | Email Blacklist Checker Tutorial.mp4",
"videoDuration": 1421,
"videoDurationFormatted": "23m41s",
"totalProcessingTime": 915,
"processingSpeedRatio": 0.6439127375087966,
"totalFramesProcessed": 576,
"averageTimePerFrame": 1.5885416666666667,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 445.1827857494354,
"frameProcessed": 576,
"averageTimePerFrame": 0.7728867808149921,
"percentageOfTotal": 67.65788834772945
},
{
"name": "DescriptorPlugin",
"duration": 170.2762546539307,
"frameProcessed": 576,
"averageTimePerFrame": 0.29561849766307413,
"percentageOfTotal": 25.878205973870138
},
{
"name": "DominantColorPlugin",
"duration": 17.73827886581421,
"frameProcessed": 576,
"averageTimePerFrame": 0.030795623030927446,
"percentageOfTotal": 2.6958241185444773
},
{
"name": "FaceRecognitionPlugin",
"duration": 17.28414750099182,
"frameProcessed": 576,
"averageTimePerFrame": 0.030007200522555247,
"percentageOfTotal": 2.6268062450778955
},
{
"name": "ObjectDetectionPlugin",
"duration": 7.503196001052856,
"frameProcessed": 576,
"averageTimePerFrame": 0.01302638194627232,
"percentageOfTotal": 1.1403190184808443
},
{
"name": "ShotTypePlugin",
"duration": 0.006292343139648438,
"frameProcessed": 576,
"averageTimePerFrame": 0.000010924206839667428,
"percentageOfTotal": 0.0009562962971967865
}
],
"stages": {
"frameAnalysis": 804,
"sceneCreation": 1,
"transcription": 38,
"textEmbedding": 15,
"audioEmbedding": 33,
"visualEmbedding": 24
}
},
{
"videoName": "I rode my bike for 31 days | Bike Challenge.mp4",
"videoDuration": 717,
"videoDurationFormatted": "11m57s",
"totalProcessingTime": 411,
"processingSpeedRatio": 0.5732217573221757,
"totalFramesProcessed": 287,
"averageTimePerFrame": 1.4320557491289199,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 83.52482175827026,
"frameProcessed": 287,
"averageTimePerFrame": 0.2910272535131368,
"percentageOfTotal": 57.12545720415086
},
{
"name": "FaceRecognitionPlugin",
"duration": 30.09807419776917,
"frameProcessed": 287,
"averageTimePerFrame": 0.10487133866818525,
"percentageOfTotal": 20.585093309005188
},
{
"name": "TextDetectionPlugin",
"duration": 20.13374185562134,
"frameProcessed": 287,
"averageTimePerFrame": 0.07015241064676425,
"percentageOfTotal": 13.77014861595721
},
{
"name": "DominantColorPlugin",
"duration": 9.239250183105469,
"frameProcessed": 287,
"averageTimePerFrame": 0.032192509348799546,
"percentageOfTotal": 6.319036423219597
},
{
"name": "ObjectDetectionPlugin",
"duration": 3.201971054077148,
"frameProcessed": 287,
"averageTimePerFrame": 0.011156693568213059,
"percentageOfTotal": 2.189936555003814
},
{
"name": "ShotTypePlugin",
"duration": 0.01510071754455566,
"frameProcessed": 287,
"averageTimePerFrame": 0.000052615740573364674,
"percentageOfTotal": 0.01032789266333358
}
],
"stages": {
"frameAnalysis": 350,
"sceneCreation": 1,
"transcription": 24,
"textEmbedding": 5,
"audioEmbedding": 20,
"visualEmbedding": 11
}
},
{
"videoName": "EP 13: Navigating Toxic Work Environments and Tech Entrepreneurship | Interview with Tejas Kumar.mp4",
"videoDuration": 3309,
"videoDurationFormatted": "55m9s",
"totalProcessingTime": 2189,
"processingSpeedRatio": 0.6615291628890904,
"totalFramesProcessed": 1324,
"averageTimePerFrame": 1.653323262839879,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 459.3747544288635,
"frameProcessed": 1324,
"averageTimePerFrame": 0.34695978431183044,
"percentageOfTotal": 36.09126991263951
},
{
"name": "DescriptorPlugin",
"duration": 434.9357898235321,
"frameProcessed": 1324,
"averageTimePerFrame": 0.3285013518304623,
"percentageOfTotal": 34.17119646617186
},
{
"name": "FaceRecognitionPlugin",
"duration": 317.1984469890594,
"frameProcessed": 1324,
"averageTimePerFrame": 0.2395758663059361,
"percentageOfTotal": 24.921035942398557
},
{
"name": "DominantColorPlugin",
"duration": 43.65664958953857,
"frameProcessed": 1324,
"averageTimePerFrame": 0.03297330029421342,
"percentageOfTotal": 3.429931463640222
},
{
"name": "ObjectDetectionPlugin",
"duration": 17.55823230743408,
"frameProcessed": 1324,
"averageTimePerFrame": 0.01326150476392302,
"percentageOfTotal": 1.3794813391177811
},
{
"name": "ShotTypePlugin",
"duration": 0.09017729759216309,
"frameProcessed": 1324,
"averageTimePerFrame": 0.00006810974138380898,
"percentageOfTotal": 0.007084876032070169
}
],
"stages": {
"frameAnalysis": 1764,
"sceneCreation": 1,
"transcription": 252,
"textEmbedding": 38,
"audioEmbedding": 81,
"visualEmbedding": 53
}
},
{
"videoName": "EP 15: From a WordPress Freelancer to Building Shopify Apps | Interview with Reda Boubkraoui.mp4",
"videoDuration": 2825,
"videoDurationFormatted": "47m5s",
"totalProcessingTime": 1641,
"processingSpeedRatio": 0.5808849557522124,
"totalFramesProcessed": 1131,
"averageTimePerFrame": 1.4509283819628647,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 313.1186983585358,
"frameProcessed": 1131,
"averageTimePerFrame": 0.27685119218261345,
"percentageOfTotal": 38.87846425785709
},
{
"name": "FaceRecognitionPlugin",
"duration": 270.6208472251892,
"frameProcessed": 1131,
"averageTimePerFrame": 0.2392757269895572,
"percentageOfTotal": 33.601707567869695
},
{
"name": "TextDetectionPlugin",
"duration": 168.2597548961639,
"frameProcessed": 1131,
"averageTimePerFrame": 0.1487707824015596,
"percentageOfTotal": 20.892016034365877
},
{
"name": "DominantColorPlugin",
"duration": 38.30664896965027,
"frameProcessed": 1131,
"averageTimePerFrame": 0.03386971615353693,
"percentageOfTotal": 4.7563549880994405
},
{
"name": "ObjectDetectionPlugin",
"duration": 14.99081802368164,
"frameProcessed": 1131,
"averageTimePerFrame": 0.013254481011212769,
"percentageOfTotal": 1.8613388014994552
},
{
"name": "ShotTypePlugin",
"duration": 0.08149099349975586,
"frameProcessed": 1131,
"averageTimePerFrame": 0.00007205216047723772,
"percentageOfTotal": 0.010118350308449901
}
],
"stages": {
"frameAnalysis": 1398,
"sceneCreation": 1,
"transcription": 101,
"textEmbedding": 28,
"audioEmbedding": 66,
"visualEmbedding": 47
}
},
{
"videoName": "Ep 03: Interview with Ilyas: Cloud Architect, Owning A Coffee Shop, Selling Online Workshops, etc..mp4",
"videoDuration": 4359,
"videoDurationFormatted": "1h12m39s",
"totalProcessingTime": 2764,
"processingSpeedRatio": 0.6340903877036017,
"totalFramesProcessed": 1744,
"averageTimePerFrame": 1.584862385321101,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 433.1995556354523,
"frameProcessed": 1744,
"averageTimePerFrame": 0.24839424061665843,
"percentageOfTotal": 33.45210174555561
},
{
"name": "FaceRecognitionPlugin",
"duration": 410.7300314903259,
"frameProcessed": 1744,
"averageTimePerFrame": 0.23551033915729697,
"percentageOfTotal": 31.71698268068399
},
{
"name": "TextDetectionPlugin",
"duration": 371.7387852668762,
"frameProcessed": 1744,
"averageTimePerFrame": 0.21315297320348406,
"percentageOfTotal": 28.706039758686902
},
{
"name": "DominantColorPlugin",
"duration": 56.49836683273315,
"frameProcessed": 1744,
"averageTimePerFrame": 0.03239585254170479,
"percentageOfTotal": 4.362860236488295
},
{
"name": "ObjectDetectionPlugin",
"duration": 22.69975018501282,
"frameProcessed": 1744,
"averageTimePerFrame": 0.013015911803333039,
"percentageOfTotal": 1.7528973492917395
},
{
"name": "ShotTypePlugin",
"duration": 0.118079662322998,
"frameProcessed": 1744,
"averageTimePerFrame": 0.00006770622839621445,
"percentageOfTotal": 0.009118229293461714
}
],
"stages": {
"frameAnalysis": 2360,
"sceneCreation": 2,
"transcription": 152,
"textEmbedding": 60,
"audioEmbedding": 109,
"visualEmbedding": 81
}
},
{
"videoName": "New York Vlog | Editframe Company Retreat, Helicopter Tour And More.mp4",
"videoDuration": 818,
"videoDurationFormatted": "13m38s",
"totalProcessingTime": 458,
"processingSpeedRatio": 0.5599022004889975,
"totalFramesProcessed": 332,
"averageTimePerFrame": 1.3795180722891567,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 101.1489906311035,
"frameProcessed": 332,
"averageTimePerFrame": 0.3046656344310346,
"percentageOfTotal": 71.3421405662539
},
{
"name": "FaceRecognitionPlugin",
"duration": 15.82352685928345,
"frameProcessed": 332,
"averageTimePerFrame": 0.04766122547976943,
"percentageOfTotal": 11.160608429262567
},
{
"name": "TextDetectionPlugin",
"duration": 10.43970894813538,
"frameProcessed": 332,
"averageTimePerFrame": 0.03144490647028729,
"percentageOfTotal": 7.363308112138771
},
{
"name": "DominantColorPlugin",
"duration": 10.3922381401062,
"frameProcessed": 332,
"averageTimePerFrame": 0.03130192210875361,
"percentageOfTotal": 7.3298261264256075
},
{
"name": "ObjectDetectionPlugin",
"duration": 3.971089839935303,
"frameProcessed": 332,
"averageTimePerFrame": 0.011961113975708745,
"percentageOfTotal": 2.800878662201598
},
{
"name": "ShotTypePlugin",
"duration": 0.004590988159179688,
"frameProcessed": 332,
"averageTimePerFrame": 0.000013828277587890628,
"percentageOfTotal": 0.003238103717561846
}
],
"stages": {
"frameAnalysis": 392,
"sceneCreation": 1,
"transcription": 21,
"textEmbedding": 8,
"audioEmbedding": 24,
"visualEmbedding": 12
}
},
{
"videoName": "The Truth About Software Engineering in the Age of AI.mp4",
"videoDuration": 6459,
"videoDurationFormatted": "1h47m39s",
"totalProcessingTime": 3837,
"processingSpeedRatio": 0.5940548072457037,
"totalFramesProcessed": 2584,
"averageTimePerFrame": 1.484907120743034,
"plugins": [
{
"name": "FaceRecognitionPlugin",
"duration": 1189.499989271164,
"frameProcessed": 2584,
"averageTimePerFrame": 0.46033281318543495,
"percentageOfTotal": 50.660300070226164
},
{
"name": "DescriptorPlugin",
"duration": 732.4896013736725,
"frameProcessed": 2584,
"averageTimePerFrame": 0.2834712079619476,
"percentageOfTotal": 31.196421470039414
},
{
"name": "TextDetectionPlugin",
"duration": 307.7520062923431,
"frameProcessed": 2584,
"averageTimePerFrame": 0.11909907364254763,
"percentageOfTotal": 13.107027428841848
},
{
"name": "DominantColorPlugin",
"duration": 86.32886934280396,
"frameProcessed": 2584,
"averageTimePerFrame": 0.03340900516362382,
"percentageOfTotal": 3.6767099328092594
},
{
"name": "ObjectDetectionPlugin",
"duration": 31.7324538230896,
"frameProcessed": 2584,
"averageTimePerFrame": 0.012280361386644583,
"percentageOfTotal": 1.3514717504346643
},
{
"name": "ShotTypePlugin",
"duration": 0.1894676685333252,
"frameProcessed": 2584,
"averageTimePerFrame": 0.00007332340113518777,
"percentageOfTotal": 0.008069347648658352
}
],
"stages": {
"frameAnalysis": 3245,
"sceneCreation": 2,
"transcription": 265,
"textEmbedding": 64,
"audioEmbedding": 153,
"visualEmbedding": 108
}
},
{
"videoName": "EP 14 : From working in an investment bank to running an award-winning Shopify apps.mp4",
"videoDuration": 3720,
"videoDurationFormatted": "1h2m",
"totalProcessingTime": 2307,
"processingSpeedRatio": 0.6201612903225806,
"totalFramesProcessed": 1489,
"averageTimePerFrame": 1.5493619879113498,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 425.8374972343445,
"frameProcessed": 1489,
"averageTimePerFrame": 0.28598891688001643,
"percentageOfTotal": 37.38215404437796
},
{
"name": "FaceRecognitionPlugin",
"duration": 370.221186876297,
"frameProcessed": 1489,
"averageTimePerFrame": 0.24863746600154266,
"percentageOfTotal": 32.49987501848859
},
{
"name": "TextDetectionPlugin",
"duration": 272.9998459815979,
"frameProcessed": 1489,
"averageTimePerFrame": 0.18334442309039484,
"percentageOfTotal": 23.965297473461845
},
{
"name": "DominantColorPlugin",
"duration": 50.8968813419342,
"frameProcessed": 1489,
"averageTimePerFrame": 0.03418192165341451,
"percentageOfTotal": 4.4679838460903865
},
{
"name": "ObjectDetectionPlugin",
"duration": 19.08271288871765,
"frameProcessed": 1489,
"averageTimePerFrame": 0.012815791060253627,
"percentageOfTotal": 1.675176369914911
},
{
"name": "ShotTypePlugin",
"duration": 0.1083698272705078,
"frameProcessed": 1489,
"averageTimePerFrame": 0.0000727802735194814,
"percentageOfTotal": 0.00951324766630257
}
],
"stages": {
"frameAnalysis": 1836,
"sceneCreation": 1,
"transcription": 269,
"textEmbedding": 36,
"audioEmbedding": 91,
"visualEmbedding": 74
}
},
{
"videoName": "Ep 09: Interview with Alexander Hupfer | Building a Shopify Developer Analytics tool.mp4",
"videoDuration": 3178,
"videoDurationFormatted": "52m58s",
"totalProcessingTime": 1838,
"processingSpeedRatio": 0.5783511642542479,
"totalFramesProcessed": 1272,
"averageTimePerFrame": 1.4449685534591195,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 359.7104706764221,
"frameProcessed": 1272,
"averageTimePerFrame": 0.2827912505317784,
"percentageOfTotal": 37.94505088825746
},
{
"name": "FaceRecognitionPlugin",
"duration": 303.063791513443,
"frameProcessed": 1272,
"averageTimePerFrame": 0.2382576977306942,
"percentageOfTotal": 31.96951973552773
},
{
"name": "TextDetectionPlugin",
"duration": 228.1509251594543,
"frameProcessed": 1272,
"averageTimePerFrame": 0.17936393487378482,
"percentageOfTotal": 24.067129458586443
},
{
"name": "DominantColorPlugin",
"duration": 41.73489618301392,
"frameProcessed": 1272,
"averageTimePerFrame": 0.03281045297406755,
"percentageOfTotal": 4.4025206063716835
},
{
"name": "ObjectDetectionPlugin",
"duration": 15.23073315620422,
"frameProcessed": 1272,
"averageTimePerFrame": 0.011973846820915268,
"percentageOfTotal": 1.6066558851925044
},
{
"name": "ShotTypePlugin",
"duration": 0.08648800849914551,
"frameProcessed": 1272,
"averageTimePerFrame": 0.00006799371737354206,
"percentageOfTotal": 0.009123426064169979
}
],
"stages": {
"frameAnalysis": 1508,
"sceneCreation": 1,
"transcription": 163,
"textEmbedding": 35,
"audioEmbedding": 81,
"visualEmbedding": 50
}
},
{
"videoName": "How to setup Edit Mind (local video indexer) using Docker and Ollama.mp4",
"videoDuration": 564,
"videoDurationFormatted": "9m24s",
"totalProcessingTime": 336,
"processingSpeedRatio": 0.5957446808510638,
"totalFramesProcessed": 226,
"averageTimePerFrame": 1.4867256637168142,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 132.1456298828125,
"frameProcessed": 226,
"averageTimePerFrame": 0.5847151764726217,
"percentageOfTotal": 56.84153475570296
},
{
"name": "DescriptorPlugin",
"duration": 64.75641322135925,
"frameProcessed": 226,
"averageTimePerFrame": 0.2865328018644215,
"percentageOfTotal": 27.85452622262845
},
{
"name": "FaceRecognitionPlugin",
"duration": 25.47662329673767,
"frameProcessed": 226,
"averageTimePerFrame": 0.11272842166698084,
"percentageOfTotal": 10.958594467813096
},
{
"name": "DominantColorPlugin",
"duration": 7.52773380279541,
"frameProcessed": 226,
"averageTimePerFrame": 0.03330855664953721,
"percentageOfTotal": 3.2380029741636465
},
{
"name": "ObjectDetectionPlugin",
"duration": 2.560328960418701,
"frameProcessed": 226,
"averageTimePerFrame": 0.011328889205392483,
"percentageOfTotal": 1.1013079109671047
},
{
"name": "ShotTypePlugin",
"duration": 0.01402711868286133,
"frameProcessed": 226,
"averageTimePerFrame": 0.00006206689682682004,
"percentageOfTotal": 0.006033668724734244
}
],
"stages": {
"frameAnalysis": 293,
"sceneCreation": 1,
"transcription": 16,
"textEmbedding": 4,
"audioEmbedding": 14,
"visualEmbedding": 8
}
},
{
"videoName": "La Fenasosa Bikepark, Spain | First time trying Downhill Biking.mp4",
"videoDuration": 2032,
"videoDurationFormatted": "33m52s",
"totalProcessingTime": 1299,
"processingSpeedRatio": 0.6392716535433071,
"totalFramesProcessed": 824,
"averageTimePerFrame": 1.5764563106796117,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 248.7595782279968,
"frameProcessed": 824,
"averageTimePerFrame": 0.30189269202426794,
"percentageOfTotal": 75.27384233947427
},
{
"name": "FaceRecognitionPlugin",
"duration": 36.4840145111084,
"frameProcessed": 824,
"averageTimePerFrame": 0.04427671663969466,
"percentageOfTotal": 11.039944575332868
},
{
"name": "DominantColorPlugin",
"duration": 20.31839609146118,
"frameProcessed": 824,
"averageTimePerFrame": 0.024658247683812112,
"percentageOfTotal": 6.148280821483992
},
{
"name": "TextDetectionPlugin",
"duration": 15.97589087486267,
"frameProcessed": 824,
"averageTimePerFrame": 0.019388217081144014,
"percentageOfTotal": 4.834252813553431
},
{
"name": "ObjectDetectionPlugin",
"duration": 8.927377939224243,
"frameProcessed": 824,
"averageTimePerFrame": 0.01083419652818476,
"percentageOfTotal": 2.701395637864271
},
{
"name": "ShotTypePlugin",
"duration": 0.007547378540039062,
"frameProcessed": 824,
"averageTimePerFrame": 0.000009159439975775561,
"percentageOfTotal": 0.002283812291153388
}
],
"stages": {
"frameAnalysis": 1098,
"sceneCreation": 0,
"transcription": 25,
"textEmbedding": 36,
"audioEmbedding": 66,
"visualEmbedding": 74
}
},
{
"videoName": "Shopify Functions API: Cart Transform API.mp4",
"videoDuration": 3686,
"videoDurationFormatted": "1h1m26s",
"totalProcessingTime": 4014,
"processingSpeedRatio": 1.0889853499728703,
"totalFramesProcessed": 1494,
"averageTimePerFrame": 2.6867469879518073,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 1285.286041259766,
"frameProcessed": 1494,
"averageTimePerFrame": 0.8602985550600843,
"percentageOfTotal": 62.07509555613642
},
{
"name": "DescriptorPlugin",
"duration": 503.1104483604431,
"frameProcessed": 1494,
"averageTimePerFrame": 0.33675398149962726,
"percentageOfTotal": 24.298582692654634
},
{
"name": "FaceRecognitionPlugin",
"duration": 208.297515630722,
"frameProcessed": 1494,
"averageTimePerFrame": 0.13942270122538286,
"percentageOfTotal": 10.060086060072301
},
{
"name": "DominantColorPlugin",
"duration": 53.62759709358215,
"frameProcessed": 1494,
"averageTimePerFrame": 0.03589531264630666,
"percentageOfTotal": 2.5900368534052194
},
{
"name": "ObjectDetectionPlugin",
"duration": 20.098952293396,
"frameProcessed": 1494,
"averageTimePerFrame": 0.013453113984870146,
"percentageOfTotal": 0.9707134008612681
},
{
"name": "ShotTypePlugin",
"duration": 0.1135778427124023,
"frameProcessed": 1494,
"averageTimePerFrame": 0.00007602265241793996,
"percentageOfTotal": 0.005485436870163032
}
],
"stages": {
"frameAnalysis": 3671,
"sceneCreation": 1,
"transcription": 99,
"textEmbedding": 58,
"audioEmbedding": 112,
"visualEmbedding": 73
}
},
{
"videoName": "How to add Tailwind CSS to a Shopify theme and optimized for production using Purge CSS.mp4",
"videoDuration": 867,
"videoDurationFormatted": "14m27s",
"totalProcessingTime": 826,
"processingSpeedRatio": 0.9527104959630911,
"totalFramesProcessed": 352,
"averageTimePerFrame": 2.346590909090909,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 487.8883128166199,
"frameProcessed": 352,
"averageTimePerFrame": 1.3860463432290338,
"percentageOfTotal": 72.38609119800172
},
{
"name": "DescriptorPlugin",
"duration": 157.1337938308716,
"frameProcessed": 352,
"averageTimePerFrame": 0.446402823383158,
"percentageOfTotal": 23.31332977595771
},
{
"name": "FaceRecognitionPlugin",
"duration": 13.36764526367188,
"frameProcessed": 352,
"averageTimePerFrame": 0.037976264953613295,
"percentageOfTotal": 1.983305530670474
},
{
"name": "DominantColorPlugin",
"duration": 10.88415169715881,
"frameProcessed": 352,
"averageTimePerFrame": 0.030920885503292073,
"percentageOfTotal": 1.6148392504322036
},
{
"name": "ObjectDetectionPlugin",
"duration": 4.728729724884033,
"frameProcessed": 352,
"averageTimePerFrame": 0.013433891263875094,
"percentageOfTotal": 0.701583235597639
},
{
"name": "ShotTypePlugin",
"duration": 0.005735874176025391,
"frameProcessed": 352,
"averageTimePerFrame": 0.000016295097090981223,
"percentageOfTotal": 0.0008510093402505733
}
],
"stages": {
"frameAnalysis": 752,
"sceneCreation": 1,
"transcription": 19,
"textEmbedding": 14,
"audioEmbedding": 24,
"visualEmbedding": 16
}
},
{
"videoName": "How to build your Shopify theme app extension | App Embed Blocks and App Blocks.mp4",
"videoDuration": 1965,
"videoDurationFormatted": "32m45s",
"totalProcessingTime": 1533,
"processingSpeedRatio": 0.7801526717557252,
"totalFramesProcessed": 797,
"averageTimePerFrame": 1.9234629861982435,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 678.6394305229187,
"frameProcessed": 797,
"averageTimePerFrame": 0.851492384595883,
"percentageOfTotal": 62.4327856740763
},
{
"name": "DescriptorPlugin",
"duration": 262.3515355587006,
"frameProcessed": 797,
"averageTimePerFrame": 0.3291738212781689,
"percentageOfTotal": 24.13555189120124
},
{
"name": "FaceRecognitionPlugin",
"duration": 108.1988251209259,
"frameProcessed": 797,
"averageTimePerFrame": 0.13575762248547793,
"percentageOfTotal": 9.953966355530675
},
{
"name": "DominantColorPlugin",
"duration": 26.7393741607666,
"frameProcessed": 797,
"averageTimePerFrame": 0.03355003031463814,
"percentageOfTotal": 2.4599419676391707
},
{
"name": "ObjectDetectionPlugin",
"duration": 10.99662041664124,
"frameProcessed": 797,
"averageTimePerFrame": 0.013797516206576212,
"percentageOfTotal": 1.0116559909911516
},
{
"name": "ShotTypePlugin",
"duration": 0.06628608703613281,
"frameProcessed": 797,
"averageTimePerFrame": 0.00008316949439916287,
"percentageOfTotal": 0.006098120561475813
}
],
"stages": {
"frameAnalysis": 1332,
"sceneCreation": 1,
"transcription": 51,
"textEmbedding": 42,
"audioEmbedding": 64,
"visualEmbedding": 43
}
},
{
"videoName": "I built an AI video search tool, open sourced it, and Reddit loved it.mp4",
"videoDuration": 1080,
"videoDurationFormatted": "18m",
"totalProcessingTime": 618,
"processingSpeedRatio": 0.5722222222222222,
"totalFramesProcessed": 433,
"averageTimePerFrame": 1.4272517321016167,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 185.2455501556396,
"frameProcessed": 433,
"averageTimePerFrame": 0.4278188225303455,
"percentageOfTotal": 46.28339848508368
},
{
"name": "DescriptorPlugin",
"duration": 145.1976206302643,
"frameProcessed": 433,
"averageTimePerFrame": 0.3353293778989938,
"percentageOfTotal": 36.277467011058135
},
{
"name": "FaceRecognitionPlugin",
"duration": 50.99602198600769,
"frameProcessed": 433,
"averageTimePerFrame": 0.11777372283142654,
"percentageOfTotal": 12.741300423947735
},
{
"name": "DominantColorPlugin",
"duration": 13.32313418388367,
"frameProcessed": 433,
"averageTimePerFrame": 0.030769363011278684,
"percentageOfTotal": 3.328770531787887
},
{
"name": "ObjectDetectionPlugin",
"duration": 5.464025735855103,
"frameProcessed": 433,
"averageTimePerFrame": 0.012618997080496774,
"percentageOfTotal": 1.365180865358753
},
{
"name": "ShotTypePlugin",
"duration": 0.01554012298583984,
"frameProcessed": 433,
"averageTimePerFrame": 0.00003588942952849848,
"percentageOfTotal": 0.003882682763804769
}
],
"stages": {
"frameAnalysis": 516,
"sceneCreation": 1,
"transcription": 35,
"textEmbedding": 13,
"audioEmbedding": 31,
"visualEmbedding": 22
}
},
{
"videoName": "Ep 07, Season 02: Building the TanStack (Formerly React Query) with Tanner Linsley.mp4",
"videoDuration": 4018,
"videoDurationFormatted": "1h6m58s",
"totalProcessingTime": 2292,
"processingSpeedRatio": 0.5704330512692882,
"totalFramesProcessed": 1608,
"averageTimePerFrame": 1.4253731343283582,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 507.8403217792511,
"frameProcessed": 1608,
"averageTimePerFrame": 0.3158210956338626,
"percentageOfTotal": 41.587014272934034
},
{
"name": "FaceRecognitionPlugin",
"duration": 390.1342844963074,
"frameProcessed": 1608,
"averageTimePerFrame": 0.24262082369173343,
"percentageOfTotal": 31.948073758430994
},
{
"name": "TextDetectionPlugin",
"duration": 250.4792282581329,
"frameProcessed": 1608,
"averageTimePerFrame": 0.15577066433963488,
"percentageOfTotal": 20.511729364357993
},
{
"name": "DominantColorPlugin",
"duration": 52.46827507019043,
"frameProcessed": 1608,
"averageTimePerFrame": 0.032629524297382105,
"percentageOfTotal": 4.296623979315911
},
{
"name": "ObjectDetectionPlugin",
"duration": 20.11601781845093,
"frameProcessed": 1608,
"averageTimePerFrame": 0.01250996132988242,
"percentageOfTotal": 1.647299523597407
},
{
"name": "ShotTypePlugin",
"duration": 0.113067626953125,
"frameProcessed": 1608,
"averageTimePerFrame": 0.0000703156884036847,
"percentageOfTotal": 0.009259101363657232
}
],
"stages": {
"frameAnalysis": 1840,
"sceneCreation": 1,
"transcription": 147,
"textEmbedding": 74,
"audioEmbedding": 130,
"visualEmbedding": 100
}
},
{
"videoName": "Tidghrine MTB vlog | Morocco 4K.mp4",
"videoDuration": 1127,
"videoDurationFormatted": "18m47s",
"totalProcessingTime": 849,
"processingSpeedRatio": 0.7533274179236912,
"totalFramesProcessed": 452,
"averageTimePerFrame": 1.8783185840707965,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 128.9459474086761,
"frameProcessed": 452,
"averageTimePerFrame": 0.2852786447094604,
"percentageOfTotal": 73.32508367368443
},
{
"name": "FaceRecognitionPlugin",
"duration": 18.32298254966736,
"frameProcessed": 452,
"averageTimePerFrame": 0.0405375720125384,
"percentageOfTotal": 10.419359860513302
},
{
"name": "DominantColorPlugin",
"duration": 13.49028420448303,
"frameProcessed": 452,
"averageTimePerFrame": 0.029845761514342987,
"percentageOfTotal": 7.671247045403036
},
{
"name": "TextDetectionPlugin",
"duration": 9.946137189865112,
"frameProcessed": 452,
"averageTimePerFrame": 0.022004728296161753,
"percentageOfTotal": 5.655868651423264
},
{
"name": "ObjectDetectionPlugin",
"duration": 5.145591497421265,
"frameProcessed": 452,
"averageTimePerFrame": 0.011384051985445275,
"percentageOfTotal": 2.9260394349828696
},
{
"name": "ShotTypePlugin",
"duration": 0.004222869873046875,
"frameProcessed": 452,
"averageTimePerFrame": 0.000009342632462493086,
"percentageOfTotal": 0.0024013339930946064
}
],
"stages": {
"frameAnalysis": 760,
"sceneCreation": 1,
"transcription": 19,
"textEmbedding": 15,
"audioEmbedding": 32,
"visualEmbedding": 22
}
},
{
"videoName": "Shopify Functions API: Shopify Payment Customization API Extension.mp4",
"videoDuration": 1575,
"videoDurationFormatted": "26m15s",
"totalProcessingTime": 1318,
"processingSpeedRatio": 0.8368253968253968,
"totalFramesProcessed": 631,
"averageTimePerFrame": 2.088748019017433,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 524.3886804580688,
"frameProcessed": 631,
"averageTimePerFrame": 0.8310438676039126,
"percentageOfTotal": 62.554007262611044
},
{
"name": "DescriptorPlugin",
"duration": 200.9919393062592,
"frameProcessed": 631,
"averageTimePerFrame": 0.3185292223554029,
"percentageOfTotal": 23.976206389709375
},
{
"name": "FaceRecognitionPlugin",
"duration": 88.6503791809082,
"frameProcessed": 631,
"averageTimePerFrame": 0.14049188459731887,
"percentageOfTotal": 10.575049900527322
},
{
"name": "DominantColorPlugin",
"duration": 16.59078907966614,
"frameProcessed": 631,
"averageTimePerFrame": 0.026292851156364726,
"percentageOfTotal": 1.9791051547400251
},
{
"name": "ObjectDetectionPlugin",
"duration": 7.644949436187744,
"frameProcessed": 631,
"averageTimePerFrame": 0.012115609249108945,
"percentageOfTotal": 0.9119613759317637
},
{
"name": "ShotTypePlugin",
"duration": 0.03076481819152832,
"frameProcessed": 631,
"averageTimePerFrame": 0.00004875565482017166,
"percentageOfTotal": 0.0036699164804715016
}
],
"stages": {
"frameAnalysis": 984,
"sceneCreation": 1,
"transcription": 164,
"textEmbedding": 19,
"audioEmbedding": 69,
"visualEmbedding": 81
}
},
{
"videoName": "Shop Minis Platform's major updates with David Hoffman (Product Lead, Shop Minis).mp4",
"videoDuration": 2673,
"videoDurationFormatted": "44m33s",
"totalProcessingTime": 1661,
"processingSpeedRatio": 0.6213991769547325,
"totalFramesProcessed": 1070,
"averageTimePerFrame": 1.5523364485981308,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 479.2613484859467,
"frameProcessed": 1070,
"averageTimePerFrame": 0.4479078023233147,
"percentageOfTotal": 41.87400887195397
},
{
"name": "DescriptorPlugin",
"duration": 343.0408928394318,
"frameProcessed": 1070,
"averageTimePerFrame": 0.320598965270497,
"percentageOfTotal": 29.972159106051055
},
{
"name": "FaceRecognitionPlugin",
"duration": 282.3711082935333,
"frameProcessed": 1070,
"averageTimePerFrame": 0.26389823205003116,
"percentageOfTotal": 24.67132042093647
},
{
"name": "DominantColorPlugin",
"duration": 27.75984787940979,
"frameProcessed": 1070,
"averageTimePerFrame": 0.025943783064868962,
"percentageOfTotal": 2.425432637242148
},
{
"name": "ObjectDetectionPlugin",
"duration": 12.03502869606018,
"frameProcessed": 1070,
"averageTimePerFrame": 0.011247690370149702,
"percentageOfTotal": 1.0515241840075529
},
{
"name": "ShotTypePlugin",
"duration": 0.06357622146606445,
"frameProcessed": 1070,
"averageTimePerFrame": 0.000059417029407536875,
"percentageOfTotal": 0.005554779808815222
}
],
"stages": {
"frameAnalysis": 1363,
"sceneCreation": 1,
"transcription": 105,
"textEmbedding": 82,
"audioEmbedding": 68,
"visualEmbedding": 42
}
},
{
"videoName": "Kenitra to Tangier Bike Vlog | 220 KM Bike Challenge.mp4",
"videoDuration": 734,
"videoDurationFormatted": "12m14s",
"totalProcessingTime": 416,
"processingSpeedRatio": 0.5667574931880109,
"totalFramesProcessed": 294,
"averageTimePerFrame": 1.4149659863945578,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 85.99667191505432,
"frameProcessed": 294,
"averageTimePerFrame": 0.29250568678589906,
"percentageOfTotal": 70.79862802152853
},
{
"name": "FaceRecognitionPlugin",
"duration": 13.87162828445435,
"frameProcessed": 294,
"averageTimePerFrame": 0.047182409130797104,
"percentageOfTotal": 11.420119280128507
},
{
"name": "DominantColorPlugin",
"duration": 9.240828275680542,
"frameProcessed": 294,
"averageTimePerFrame": 0.03143138869279096,
"percentageOfTotal": 7.6077125908659795
},
{
"name": "TextDetectionPlugin",
"duration": 9.115152835845947,
"frameProcessed": 294,
"averageTimePerFrame": 0.031003921210360365,
"percentageOfTotal": 7.50424755532274
},
{
"name": "ObjectDetectionPlugin",
"duration": 3.238361597061157,
"frameProcessed": 294,
"averageTimePerFrame": 0.011014835364153595,
"percentageOfTotal": 2.6660515227380595
},
{
"name": "ShotTypePlugin",
"duration": 0.003936767578125,
"frameProcessed": 294,
"averageTimePerFrame": 0.000013390365911989796,
"percentageOfTotal": 0.003241029416187141
}
],
"stages": {
"frameAnalysis": 338,
"sceneCreation": 1,
"transcription": 12,
"textEmbedding": 13,
"audioEmbedding": 29,
"visualEmbedding": 23
}
},
{
"videoName": "EP 10: Building a Shopify App In Public (Part 1).mp4",
"videoDuration": 11529,
"videoDurationFormatted": "3h12m9s",
"totalProcessingTime": 6763,
"processingSpeedRatio": 0.5866076849683407,
"totalFramesProcessed": 4612,
"averageTimePerFrame": 1.4663920208152645,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 4127.780012369156,
"frameProcessed": 4612,
"averageTimePerFrame": 0.8950086757088369,
"percentageOfTotal": 69.6765505848524
},
{
"name": "DescriptorPlugin",
"duration": 1414.906024217606,
"frameProcessed": 4612,
"averageTimePerFrame": 0.3067879497436266,
"percentageOfTotal": 23.883484796619943
},
{
"name": "FaceRecognitionPlugin",
"duration": 222.2798819541931,
"frameProcessed": 4612,
"averageTimePerFrame": 0.04819598481227083,
"percentageOfTotal": 3.7520641585952945
},
{
"name": "DominantColorPlugin",
"duration": 112.4460461139679,
"frameProcessed": 4612,
"averageTimePerFrame": 0.024381189530348634,
"percentageOfTotal": 1.8980790150271802
},
{
"name": "ObjectDetectionPlugin",
"duration": 46.74878740310669,
"frameProcessed": 4612,
"averageTimePerFrame": 0.010136337251324087,
"percentageOfTotal": 0.7891152727404036
},
{
"name": "ShotTypePlugin",
"duration": 0.04183506965637207,
"frameProcessed": 4612,
"averageTimePerFrame": 0.000009070917098085878,
"percentageOfTotal": 0.0007061721647951874
}
],
"stages": {
"frameAnalysis": 6059,
"sceneCreation": 3,
"transcription": 257,
"textEmbedding": 181,
"audioEmbedding": 0,
"visualEmbedding": 263
}
},
{
"videoName": "How I Become a Shopify Developer and Freelancer.mp4",
"videoDuration": 675,
"videoDurationFormatted": "11m15s",
"totalProcessingTime": 382,
"processingSpeedRatio": 0.5659259259259259,
"totalFramesProcessed": 271,
"averageTimePerFrame": 1.4095940959409594,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 83.00020623207092,
"frameProcessed": 271,
"averageTimePerFrame": 0.30627382373457906,
"percentageOfTotal": 56.67529204434746
},
{
"name": "FaceRecognitionPlugin",
"duration": 38.40067791938782,
"frameProcessed": 271,
"averageTimePerFrame": 0.14169991852172625,
"percentageOfTotal": 26.22125576046207
},
{
"name": "TextDetectionPlugin",
"duration": 12.62172746658325,
"frameProcessed": 271,
"averageTimePerFrame": 0.04657464009809317,
"percentageOfTotal": 8.61853388981536
},
{
"name": "DominantColorPlugin",
"duration": 8.675285577774048,
"frameProcessed": 271,
"averageTimePerFrame": 0.03201212390322527,
"percentageOfTotal": 5.923772554416604
},
{
"name": "ObjectDetectionPlugin",
"duration": 3.7337486743927,
"frameProcessed": 271,
"averageTimePerFrame": 0.013777670385212916,
"percentageOfTotal": 2.5495273583987283
},
{
"name": "ShotTypePlugin",
"duration": 0.01701498031616211,
"frameProcessed": 271,
"averageTimePerFrame": 0.00006278590522569044,
"percentageOfTotal": 0.01161839255978497
}
],
"stages": {
"frameAnalysis": 320,
"sceneCreation": 1,
"transcription": 22,
"textEmbedding": 8,
"audioEmbedding": 21,
"visualEmbedding": 10
}
},
{
"videoName": "Build a Simple Shopify Bundle App (Cart Transforms API & Theme Extension).mp4",
"videoDuration": 3203,
"videoDurationFormatted": "53m23s",
"totalProcessingTime": 2583,
"processingSpeedRatio": 0.8064314704964096,
"totalFramesProcessed": 1289,
"averageTimePerFrame": 2.0038789759503493,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 1415.824857711792,
"frameProcessed": 1289,
"averageTimePerFrame": 1.0983901145940977,
"percentageOfTotal": 71.21400331883477
},
{
"name": "DescriptorPlugin",
"duration": 447.9760890007019,
"frameProcessed": 1289,
"averageTimePerFrame": 0.34753769511303484,
"percentageOfTotal": 22.532568569543137
},
{
"name": "FaceRecognitionPlugin",
"duration": 75.47151899337769,
"frameProcessed": 1289,
"averageTimePerFrame": 0.05855044142232559,
"percentageOfTotal": 3.796111485680646
},
{
"name": "DominantColorPlugin",
"duration": 33.36443161964417,
"frameProcessed": 1289,
"averageTimePerFrame": 0.025883965569933415,
"percentageOfTotal": 1.6781840855177599
},
{
"name": "ObjectDetectionPlugin",
"duration": 15.46678161621094,
"frameProcessed": 1289,
"averageTimePerFrame": 0.011999054783716788,
"percentageOfTotal": 0.7779574086081996
},
{
"name": "ShotTypePlugin",
"duration": 0.02336311340332031,
"frameProcessed": 1289,
"averageTimePerFrame": 0.000018124991003351674,
"percentageOfTotal": 0.0011751318154784426
}
],
"stages": {
"frameAnalysis": 2321,
"sceneCreation": 1,
"transcription": 93,
"textEmbedding": 32,
"audioEmbedding": 88,
"visualEmbedding": 48
}
},
{
"videoName": "Deploy the Shopify App using Remix.js official template to Cloudflare Workers.mp4",
"videoDuration": 2232,
"videoDurationFormatted": "37m12s",
"totalProcessingTime": 1862,
"processingSpeedRatio": 0.8342293906810035,
"totalFramesProcessed": 899,
"averageTimePerFrame": 2.07119021134594,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 1097.555061578751,
"frameProcessed": 899,
"averageTimePerFrame": 1.2208621374624595,
"percentageOfTotal": 74.94435607188338
},
{
"name": "DescriptorPlugin",
"duration": 303.5679297447205,
"frameProcessed": 899,
"averageTimePerFrame": 0.33767289181837656,
"percentageOfTotal": 20.728529998365296
},
{
"name": "FaceRecognitionPlugin",
"duration": 30.95725774765015,
"frameProcessed": 899,
"averageTimePerFrame": 0.03443521440228048,
"percentageOfTotal": 2.113854538023553
},
{
"name": "DominantColorPlugin",
"duration": 22.39301300048828,
"frameProcessed": 899,
"averageTimePerFrame": 0.024908802002767832,
"percentageOfTotal": 1.5290621842852228
},
{
"name": "ObjectDetectionPlugin",
"duration": 10.00952005386353,
"frameProcessed": 899,
"averageTimePerFrame": 0.011134060126655763,
"percentageOfTotal": 0.6834800925124984
},
{
"name": "ShotTypePlugin",
"duration": 0.01050209999084473,
"frameProcessed": 899,
"averageTimePerFrame": 0.000011681979967569222,
"percentageOfTotal": 0.0007171149300557593
}
],
"stages": {
"frameAnalysis": 1688,
"sceneCreation": 1,
"transcription": 60,
"textEmbedding": 22,
"audioEmbedding": 59,
"visualEmbedding": 32
}
},
{
"videoName": "Shopify App Testing Strategies: Add End End-to-End Testing Using Playwright and Mock Service Worker.mp4",
"videoDuration": 1162,
"videoDurationFormatted": "19m22s",
"totalProcessingTime": 982,
"processingSpeedRatio": 0.8450946643717728,
"totalFramesProcessed": 468,
"averageTimePerFrame": 2.0982905982905984,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 558.2817757129669,
"frameProcessed": 468,
"averageTimePerFrame": 1.1929097771644592,
"percentageOfTotal": 74.15063463230047
},
{
"name": "DescriptorPlugin",
"duration": 150.928258895874,
"frameProcessed": 468,
"averageTimePerFrame": 0.3224962796920384,
"percentageOfTotal": 20.046196504954743
},
{
"name": "FaceRecognitionPlugin",
"duration": 27.61787676811218,
"frameProcessed": 468,
"averageTimePerFrame": 0.05901255719682089,
"percentageOfTotal": 3.668189037582121
},
{
"name": "DominantColorPlugin",
"duration": 10.95872068405151,
"frameProcessed": 468,
"averageTimePerFrame": 0.0234160698377169,
"percentageOfTotal": 1.4555303949207234
},
{
"name": "ObjectDetectionPlugin",
"duration": 5.108787536621094,
"frameProcessed": 468,
"averageTimePerFrame": 0.010916212685087807,
"percentageOfTotal": 0.6785459503102358
},
{
"name": "ShotTypePlugin",
"duration": 0.00680232048034668,
"frameProcessed": 468,
"averageTimePerFrame": 0.00001453487282125359,
"percentageOfTotal": 0.0009034799316990958
}
],
"stages": {
"frameAnalysis": 870,
"sceneCreation": 1,
"transcription": 36,
"textEmbedding": 24,
"audioEmbedding": 31,
"visualEmbedding": 20
}
},
{
"videoName": "How to automate your Shopify manual tasks using the Mechanic App.mp4",
"videoDuration": 1194,
"videoDurationFormatted": "19m54s",
"totalProcessingTime": 825,
"processingSpeedRatio": 0.6909547738693468,
"totalFramesProcessed": 484,
"averageTimePerFrame": 1.7045454545454546,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 448.2338647842407,
"frameProcessed": 484,
"averageTimePerFrame": 0.9261030264137206,
"percentageOfTotal": 69.82178430234396
},
{
"name": "DescriptorPlugin",
"duration": 161.7637286186218,
"frameProcessed": 484,
"averageTimePerFrame": 0.33422257979054093,
"percentageOfTotal": 25.198078625739345
},
{
"name": "FaceRecognitionPlugin",
"duration": 14.87954902648926,
"frameProcessed": 484,
"averageTimePerFrame": 0.030742869889440617,
"percentageOfTotal": 2.3178004703945607
},
{
"name": "DominantColorPlugin",
"duration": 11.8161723613739,
"frameProcessed": 484,
"averageTimePerFrame": 0.024413579259036984,
"percentageOfTotal": 1.840615586446813
},
{
"name": "ObjectDetectionPlugin",
"duration": 5.271646022796631,
"frameProcessed": 484,
"averageTimePerFrame": 0.010891830625612874,
"percentageOfTotal": 0.8211689487120536
},
{
"name": "ShotTypePlugin",
"duration": 0.003544092178344727,
"frameProcessed": 484,
"averageTimePerFrame": 0.000007322504500712246,
"percentageOfTotal": 0.0005520663632657994
}
],
"stages": {
"frameAnalysis": 724,
"sceneCreation": 1,
"transcription": 26,
"textEmbedding": 18,
"audioEmbedding": 33,
"visualEmbedding": 23
}
},
{
"videoName": "Ep 06: Building a single Shopify app and scale it in 18 months | Interview with Ayoub Bougsid.mp4",
"videoDuration": 3072,
"videoDurationFormatted": "51m12s",
"totalProcessingTime": 2545,
"processingSpeedRatio": 0.8284505208333334,
"totalFramesProcessed": 1229,
"averageTimePerFrame": 2.0707892595606183,
"plugins": [
{
"name": "FaceRecognitionPlugin",
"duration": 454.911159992218,
"frameProcessed": 1229,
"averageTimePerFrame": 0.37014740438748417,
"percentageOfTotal": 42.95068933228393
},
{
"name": "DescriptorPlugin",
"duration": 435.7809216976166,
"frameProcessed": 1229,
"averageTimePerFrame": 0.35458171008756434,
"percentageOfTotal": 41.14449727962458
},
{
"name": "TextDetectionPlugin",
"duration": 123.2280721664429,
"frameProcessed": 1229,
"averageTimePerFrame": 0.10026694236488437,
"percentageOfTotal": 11.634646740096887
},
{
"name": "DominantColorPlugin",
"duration": 31.51835966110229,
"frameProcessed": 1229,
"averageTimePerFrame": 0.02564553267787005,
"percentageOfTotal": 2.9758233983319995
},
{
"name": "ObjectDetectionPlugin",
"duration": 13.63651466369629,
"frameProcessed": 1229,
"averageTimePerFrame": 0.011095618115293972,
"percentageOfTotal": 1.28749909082374
},
{
"name": "ShotTypePlugin",
"duration": 0.07248973846435547,
"frameProcessed": 1229,
"averageTimePerFrame": 0.00005898270013373106,
"percentageOfTotal": 0.0068441588388693415
}
],
"stages": {
"frameAnalysis": 2221,
"sceneCreation": 2,
"transcription": 129,
"textEmbedding": 63,
"audioEmbedding": 83,
"visualEmbedding": 47
}
},
{
"videoName": "Ep 12: Embracing the Long-Term Investment of SaaS and Micro-SaaS, Interview with Ayoub Moustaid.mp4",
"videoDuration": 3808,
"videoDurationFormatted": "1h3m28s",
"totalProcessingTime": 2292,
"processingSpeedRatio": 0.601890756302521,
"totalFramesProcessed": 1524,
"averageTimePerFrame": 1.5039370078740157,
"plugins": [
{
"name": "FaceRecognitionPlugin",
"duration": 515.5281548500061,
"frameProcessed": 1524,
"averageTimePerFrame": 0.33827306748688063,
"percentageOfTotal": 37.025362987783964
},
{
"name": "DescriptorPlugin",
"duration": 466.0324528217316,
"frameProcessed": 1524,
"averageTimePerFrame": 0.30579557271767166,
"percentageOfTotal": 33.47056909982404
},
{
"name": "TextDetectionPlugin",
"duration": 353.0427463054657,
"frameProcessed": 1524,
"averageTimePerFrame": 0.23165534534479376,
"percentageOfTotal": 25.355619686702042
},
{
"name": "DominantColorPlugin",
"duration": 39.64089345932007,
"frameProcessed": 1524,
"averageTimePerFrame": 0.026011084947060413,
"percentageOfTotal": 2.8470190341368107
},
{
"name": "ObjectDetectionPlugin",
"duration": 18.01037549972534,
"frameProcessed": 1524,
"averageTimePerFrame": 0.011817831692733162,
"percentageOfTotal": 1.2935097417087533
},
{
"name": "ShotTypePlugin",
"duration": 0.1102676391601562,
"frameProcessed": 1524,
"averageTimePerFrame": 0.00007235409393711036,
"percentageOfTotal": 0.007919449844400126
}
],
"stages": {
"frameAnalysis": 1873,
"sceneCreation": 2,
"transcription": 152,
"textEmbedding": 43,
"audioEmbedding": 106,
"visualEmbedding": 116
}
},
{
"videoName": "I Built a Shopify App Using AI Tools | Part 2⧸3.mp4",
"videoDuration": 2425,
"videoDurationFormatted": "40m25s",
"totalProcessingTime": 1934,
"processingSpeedRatio": 0.7975257731958763,
"totalFramesProcessed": 976,
"averageTimePerFrame": 1.9815573770491803,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 1170.268078565598,
"frameProcessed": 976,
"averageTimePerFrame": 1.199045162464752,
"percentageOfTotal": 74.84390420165352
},
{
"name": "DescriptorPlugin",
"duration": 308.0079448223114,
"frameProcessed": 976,
"averageTimePerFrame": 0.31558191067859775,
"percentageOfTotal": 19.698492625625416
},
{
"name": "FaceRecognitionPlugin",
"duration": 51.88162207603455,
"frameProcessed": 976,
"averageTimePerFrame": 0.05315739966806819,
"percentageOfTotal": 3.3180629495120115
},
{
"name": "DominantColorPlugin",
"duration": 23.73057150840759,
"frameProcessed": 976,
"averageTimePerFrame": 0.024314110152056957,
"percentageOfTotal": 1.5176767213907985
},
{
"name": "ObjectDetectionPlugin",
"duration": 9.712651252746582,
"frameProcessed": 976,
"averageTimePerFrame": 0.00995148693928953,
"percentageOfTotal": 0.6211677078260901
},
{
"name": "ShotTypePlugin",
"duration": 0.0108795166015625,
"frameProcessed": 976,
"averageTimePerFrame": 0.000011147045698322234,
"percentageOfTotal": 0.0006957939921643348
}
],
"stages": {
"frameAnalysis": 1803,
"sceneCreation": 0,
"transcription": 24,
"textEmbedding": 29,
"audioEmbedding": 47,
"visualEmbedding": 31
}
},
{
"videoName": "Build a Basic Shopify app to generate an invoice when the order is fulfilled ( Shopify Webhooks ).mp4",
"videoDuration": 1450,
"videoDurationFormatted": "24m10s",
"totalProcessingTime": 1157,
"processingSpeedRatio": 0.7979310344827586,
"totalFramesProcessed": 584,
"averageTimePerFrame": 1.981164383561644,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 584.793151140213,
"frameProcessed": 584,
"averageTimePerFrame": 1.0013581355140633,
"percentageOfTotal": 66.7426203576225
},
{
"name": "DescriptorPlugin",
"duration": 176.9083766937256,
"frameProcessed": 584,
"averageTimePerFrame": 0.3029253025577493,
"percentageOfTotal": 20.19060688506869
},
{
"name": "FaceRecognitionPlugin",
"duration": 93.21855521202087,
"frameProcessed": 584,
"averageTimePerFrame": 0.15962081371921383,
"percentageOfTotal": 10.63906208318477
},
{
"name": "DominantColorPlugin",
"duration": 14.76881861686707,
"frameProcessed": 584,
"averageTimePerFrame": 0.02528907297408745,
"percentageOfTotal": 1.6855697645470669
},
{
"name": "ObjectDetectionPlugin",
"duration": 6.469051361083984,
"frameProcessed": 584,
"averageTimePerFrame": 0.011077142741582165,
"percentageOfTotal": 0.738314801096684
},
{
"name": "ShotTypePlugin",
"duration": 0.0335240364074707,
"frameProcessed": 584,
"averageTimePerFrame": 0.00005740417193060052,
"percentageOfTotal": 0.0038261084803000054
}
],
"stages": {
"frameAnalysis": 1034,
"sceneCreation": 1,
"transcription": 44,
"textEmbedding": 14,
"audioEmbedding": 40,
"visualEmbedding": 24
}
},
{
"videoName": "How to build a Shopify app action extension using Remix.js and React.mp4",
"videoDuration": 1411,
"videoDurationFormatted": "23m31s",
"totalProcessingTime": 974,
"processingSpeedRatio": 0.6902905740609497,
"totalFramesProcessed": 572,
"averageTimePerFrame": 1.7027972027972027,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 473.4903616905212,
"frameProcessed": 572,
"averageTimePerFrame": 0.8277803526058063,
"percentageOfTotal": 62.883553313526896
},
{
"name": "DescriptorPlugin",
"duration": 203.2513098716736,
"frameProcessed": 572,
"averageTimePerFrame": 0.3553344578176112,
"percentageOfTotal": 26.993505284302877
},
{
"name": "FaceRecognitionPlugin",
"duration": 54.94897866249084,
"frameProcessed": 572,
"averageTimePerFrame": 0.09606464801134762,
"percentageOfTotal": 7.297692432238094
},
{
"name": "DominantColorPlugin",
"duration": 14.89201855659485,
"frameProcessed": 572,
"averageTimePerFrame": 0.026034997476564424,
"percentageOfTotal": 1.9777869173644287
},
{
"name": "ObjectDetectionPlugin",
"duration": 6.362624645233154,
"frameProcessed": 572,
"averageTimePerFrame": 0.011123469659498522,
"percentageOfTotal": 0.8450107509347616
},
{
"name": "ShotTypePlugin",
"duration": 0.01845741271972656,
"frameProcessed": 572,
"averageTimePerFrame": 0.00003226820405546601,
"percentageOfTotal": 0.002451301632934443
}
],
"stages": {
"frameAnalysis": 859,
"sceneCreation": 1,
"transcription": 35,
"textEmbedding": 16,
"audioEmbedding": 39,
"visualEmbedding": 24
}
},
{
"videoName": "How to build Shopify app block extension using Remix.js and React.mp4",
"videoDuration": 1286,
"videoDurationFormatted": "21m26s",
"totalProcessingTime": 889,
"processingSpeedRatio": 0.6912908242612753,
"totalFramesProcessed": 522,
"averageTimePerFrame": 1.7030651340996168,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 434.7353515625,
"frameProcessed": 522,
"averageTimePerFrame": 0.8328263439894636,
"percentageOfTotal": 62.80086751863131
},
{
"name": "DescriptorPlugin",
"duration": 169.423003911972,
"frameProcessed": 522,
"averageTimePerFrame": 0.32456514159381605,
"percentageOfTotal": 24.474456896691212
},
{
"name": "FaceRecognitionPlugin",
"duration": 68.59430146217346,
"frameProcessed": 522,
"averageTimePerFrame": 0.1314067077819415,
"percentageOfTotal": 9.908974789320078
},
{
"name": "DominantColorPlugin",
"duration": 13.63393497467041,
"frameProcessed": 522,
"averageTimePerFrame": 0.02611864937676324,
"percentageOfTotal": 1.9695268420765064
},
{
"name": "ObjectDetectionPlugin",
"duration": 5.833958864212036,
"frameProcessed": 522,
"averageTimePerFrame": 0.011176166406536467,
"percentageOfTotal": 0.8427602596009548
},
{
"name": "ShotTypePlugin",
"duration": 0.02363109588623047,
"frameProcessed": 522,
"averageTimePerFrame": 0.00004527029863262542,
"percentageOfTotal": 0.0034136936799304147
}
],
"stages": {
"frameAnalysis": 788,
"sceneCreation": 1,
"transcription": 29,
"textEmbedding": 15,
"audioEmbedding": 36,
"visualEmbedding": 20
}
},
{
"videoName": "Shopify Functions API: Delivery Customization APIs.mp4",
"videoDuration": 1904,
"videoDurationFormatted": "31m44s",
"totalProcessingTime": 1347,
"processingSpeedRatio": 0.7074579831932774,
"totalFramesProcessed": 772,
"averageTimePerFrame": 1.744818652849741,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 624.7203507423401,
"frameProcessed": 772,
"averageTimePerFrame": 0.8092232522569172,
"percentageOfTotal": 66.45056105208299
},
{
"name": "DescriptorPlugin",
"duration": 243.499938249588,
"frameProcessed": 772,
"averageTimePerFrame": 0.31541442778444045,
"percentageOfTotal": 25.90072100837686
},
{
"name": "FaceRecognitionPlugin",
"duration": 43.97564053535461,
"frameProcessed": 772,
"averageTimePerFrame": 0.05696326494216918,
"percentageOfTotal": 4.677622527786473
},
{
"name": "DominantColorPlugin",
"duration": 19.46635818481445,
"frameProcessed": 772,
"averageTimePerFrame": 0.025215489876702656,
"percentageOfTotal": 2.0706071468371943
},
{
"name": "ObjectDetectionPlugin",
"duration": 8.450999736785889,
"frameProcessed": 772,
"averageTimePerFrame": 0.010946890850758922,
"percentageOfTotal": 0.8989200900741006
},
{
"name": "ShotTypePlugin",
"duration": 0.01474285125732422,
"frameProcessed": 772,
"averageTimePerFrame": 0.000019096957587207538,
"percentageOfTotal": 0.0015681748423794464
}
],
"stages": {
"frameAnalysis": 1083,
"sceneCreation": 1,
"transcription": 147,
"textEmbedding": 23,
"audioEmbedding": 54,
"visualEmbedding": 39
}
},
{
"videoName": "Ep 03: How to create a video programmatically using tools built on top of FFmpeg | #Code_With_Ilias.mp4",
"videoDuration": 984,
"videoDurationFormatted": "16m24s",
"totalProcessingTime": 462,
"processingSpeedRatio": 0.4695121951219512,
"totalFramesProcessed": 394,
"averageTimePerFrame": 1.1725888324873097,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 140.5016446113586,
"frameProcessed": 394,
"averageTimePerFrame": 0.3566031589120777,
"percentageOfTotal": 45.92320899237821
},
{
"name": "TextDetectionPlugin",
"duration": 131.7108707427979,
"frameProcessed": 394,
"averageTimePerFrame": 0.33429155010862416,
"percentageOfTotal": 43.04992913371658
},
{
"name": "FaceRecognitionPlugin",
"duration": 18.93089699745178,
"frameProcessed": 394,
"averageTimePerFrame": 0.048047961922466444,
"percentageOfTotal": 6.187596889929078
},
{
"name": "DominantColorPlugin",
"duration": 10.37358522415161,
"frameProcessed": 394,
"averageTimePerFrame": 0.02632889650799901,
"percentageOfTotal": 3.3906245266146025
},
{
"name": "ObjectDetectionPlugin",
"duration": 4.427679538726807,
"frameProcessed": 394,
"averageTimePerFrame": 0.011237765326717783,
"percentageOfTotal": 1.4471948237379546
},
{
"name": "ShotTypePlugin",
"duration": 0.004422903060913086,
"frameProcessed": 394,
"averageTimePerFrame": 0.000011225642286581436,
"percentageOfTotal": 0.0014456336235862148
}
],
"stages": {
"frameAnalysis": 372,
"sceneCreation": 1,
"transcription": 33,
"textEmbedding": 13,
"audioEmbedding": 26,
"visualEmbedding": 17
}
},
{
"videoName": "Build a Product Bundle Shop Mini Extension for Shopify.mp4",
"videoDuration": 1886,
"videoDurationFormatted": "31m26s",
"totalProcessingTime": 1603,
"processingSpeedRatio": 0.8499469777306469,
"totalFramesProcessed": 765,
"averageTimePerFrame": 2.0954248366013073,
"plugins": [
{
"name": "TextDetectionPlugin",
"duration": 966.8725771903992,
"frameProcessed": 765,
"averageTimePerFrame": 1.2638857218175152,
"percentageOfTotal": 75.158901001975
},
{
"name": "DescriptorPlugin",
"duration": 263.3530511856079,
"frameProcessed": 765,
"averageTimePerFrame": 0.34425235449099073,
"percentageOfTotal": 20.471493730998024
},
{
"name": "FaceRecognitionPlugin",
"duration": 28.56326103210449,
"frameProcessed": 765,
"averageTimePerFrame": 0.037337596120398026,
"percentageOfTotal": 2.220337362803042
},
{
"name": "DominantColorPlugin",
"duration": 19.20808148384094,
"frameProcessed": 765,
"averageTimePerFrame": 0.0251086032468509,
"percentageOfTotal": 1.4931215640399542
},
{
"name": "ObjectDetectionPlugin",
"duration": 8.434443950653076,
"frameProcessed": 765,
"averageTimePerFrame": 0.01102541692895827,
"percentageOfTotal": 0.6556433110720106
},
{
"name": "ShotTypePlugin",
"duration": 0.006471157073974609,
"frameProcessed": 765,
"averageTimePerFrame": 0.000008459028854868771,
"percentageOfTotal": 0.0005030291119688169
}
],
"stages": {
"frameAnalysis": 1440,
"sceneCreation": 1,
"transcription": 52,
"textEmbedding": 22,
"audioEmbedding": 55,
"visualEmbedding": 33
}
},
{
"videoName": "Bali digital nomad vlog as a remote software engineer | 2023 #remotework.mp4",
"videoDuration": 1319,
"videoDurationFormatted": "21m59s",
"totalProcessingTime": 754,
"processingSpeedRatio": 0.5716451857467779,
"totalFramesProcessed": 531,
"averageTimePerFrame": 1.4199623352165724,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 166.3462424278259,
"frameProcessed": 531,
"averageTimePerFrame": 0.31326975975108456,
"percentageOfTotal": 68.42205733393955
},
{
"name": "FaceRecognitionPlugin",
"duration": 43.48292469978333,
"frameProcessed": 531,
"averageTimePerFrame": 0.08188874708057124,
"percentageOfTotal": 17.88553275044264
},
{
"name": "DominantColorPlugin",
"duration": 14.27142429351807,
"frameProcessed": 531,
"averageTimePerFrame": 0.026876505260862656,
"percentageOfTotal": 5.870166930111121
},
{
"name": "TextDetectionPlugin",
"duration": 13.18742918968201,
"frameProcessed": 531,
"averageTimePerFrame": 0.024835083219740133,
"percentageOfTotal": 5.424294669566606
},
{
"name": "ObjectDetectionPlugin",
"duration": 5.820929050445557,
"frameProcessed": 531,
"averageTimePerFrame": 0.010962201601592385,
"percentageOfTotal": 2.394282764753074
},
{
"name": "ShotTypePlugin",
"duration": 0.008911609649658203,
"frameProcessed": 531,
"averageTimePerFrame": 0.00001678269237223767,
"percentageOfTotal": 0.0036655511870138
}
],
"stages": {
"frameAnalysis": 648,
"sceneCreation": 1,
"transcription": 33,
"textEmbedding": 14,
"audioEmbedding": 37,
"visualEmbedding": 21
}
},
{
"videoName": "Ep 01: Interview with Younes (@blanklob), sharing his story of becoming a Shopify developer.mp4",
"videoDuration": 3084,
"videoDurationFormatted": "51m24s",
"totalProcessingTime": 1368,
"processingSpeedRatio": 0.44357976653696496,
"totalFramesProcessed": 1234,
"averageTimePerFrame": 1.1085899513776336,
"plugins": [
{
"name": "FaceRecognitionPlugin",
"duration": 418.88538646698,
"frameProcessed": 1234,
"averageTimePerFrame": 0.3394533115615721,
"percentageOfTotal": 41.436919315847206
},
{
"name": "DescriptorPlugin",
"duration": 371.2504439353943,
"frameProcessed": 1234,
"averageTimePerFrame": 0.30085125116320444,
"percentageOfTotal": 36.724782454391125
},
{
"name": "TextDetectionPlugin",
"duration": 172.5583252906799,
"frameProcessed": 1234,
"averageTimePerFrame": 0.13983656830687188,
"percentageOfTotal": 17.06978957336165
},
{
"name": "DominantColorPlugin",
"duration": 30.60680818557739,
"frameProcessed": 1234,
"averageTimePerFrame": 0.024802923975346343,
"percentageOfTotal": 3.0276822306890296
},
{
"name": "ObjectDetectionPlugin",
"duration": 17.52219557762146,
"frameProcessed": 1234,
"averageTimePerFrame": 0.014199510192561961,
"percentageOfTotal": 1.7333280841097802
},
{
"name": "ShotTypePlugin",
"duration": 0.07580065727233887,
"frameProcessed": 1234,
"averageTimePerFrame": 0.00006142678871340264,
"percentageOfTotal": 0.007498341601204769
}
],
"stages": {
"frameAnalysis": 1100,
"sceneCreation": 1,
"transcription": 113,
"textEmbedding": 31,
"audioEmbedding": 78,
"visualEmbedding": 45
}
},
{
"videoName": "Ep 02: What you should learn as an aspiring Shopify developer | Shopify Dev 101 #Code_with_Ilias.mp4",
"videoDuration": 776,
"videoDurationFormatted": "12m56s",
"totalProcessingTime": 365,
"processingSpeedRatio": 0.47036082474226804,
"totalFramesProcessed": 311,
"averageTimePerFrame": 1.1736334405144695,
"plugins": [
{
"name": "DescriptorPlugin",
"duration": 102.9226915836334,
"frameProcessed": 311,
"averageTimePerFrame": 0.33094113049399804,
"percentageOfTotal": 55.14000200223186
},
{
"name": "FaceRecognitionPlugin",
"duration": 48.61995387077332,
"frameProcessed": 311,
"averageTimePerFrame": 0.15633425681920682,
"percentageOfTotal": 26.047748193646882
},
{
"name": "TextDetectionPlugin",
"duration": 24.02743053436279,
"frameProcessed": 311,
"averageTimePerFrame": 0.07725861908155238,
"percentageOfTotal": 12.87250214105293
},
{
"name": "DominantColorPlugin",
"duration": 7.875563383102417,
"frameProcessed": 311,
"averageTimePerFrame": 0.025323354929589766,
"percentageOfTotal": 4.21926957050185
},
{
"name": "ObjectDetectionPlugin",
"duration": 3.19718337059021,
"frameProcessed": 311,
"averageTimePerFrame": 0.010280332381319004,
"percentageOfTotal": 1.7128652073055615
},
{
"name": "ShotTypePlugin",
"duration": 0.01420998573303223,
"frameProcessed": 311,
"averageTimePerFrame": 0.00004569127245347984,
"percentageOfTotal": 0.007612885260918307
}
],
"stages": {
"frameAnalysis": 271,
"sceneCreation": 0,
"transcription": 31,
"textEmbedding": 18,
"audioEmbedding": 27,
"visualEmbedding": 18
}
}
]
}
@IliasHad

Copy link
Copy Markdown
Author

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment