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@Eshan-Agarwal
Created May 1, 2020 13:18
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dataset_info for oxford_iiit_pet dataset
{
"citation": "@InProceedings{parkhi12a,\n author = \"Parkhi, O. M. and Vedaldi, A. and Zisserman, A. and Jawahar, C.~V.\",\n title = \"Cats and Dogs\",\n booktitle = \"IEEE Conference on Computer Vision and Pattern Recognition\",\n year = \"2012\",\n}",
"description": "The Oxford-IIIT pet dataset is a 37 category pet image dataset with roughly 200\nimages for each class. The images have large variations in scale, pose and\nlighting. All images have an associated ground truth annotation of breed.",
"downloadSize": "811092049",
"location": {
"urls": [
"http://www.robots.ox.ac.uk/~vgg/data/pets/"
]
},
"name": "oxford_iiit_pet",
"schema": {
"feature": [
{
"name": "file_name",
"type": "BYTES"
},
{
"name": "image",
"shape": {
"dim": [
{
"size": "-1"
},
{
"size": "-1"
},
{
"size": "3"
}
]
},
"type": "INT"
},
{
"name": "label",
"type": "INT"
},
{
"name": "segmentation_mask",
"shape": {
"dim": [
{
"size": "-1"
},
{
"size": "-1"
},
{
"size": "1"
}
]
},
"type": "INT"
},
{
"name": "species",
"type": "INT"
}
]
},
"sizeInBytes": "840161280",
"splits": [
{
"name": "test",
"numShards": "1",
"shardLengths": [
"917",
"917",
"918",
"917"
],
"statistics": {
"features": [
{
"bytesStats": {
"commonStats": {
"numNonMissing": "3669"
}
},
"name": "file_name",
"type": "BYTES"
},
{
"name": "image",
"numStats": {
"commonStats": {
"numNonMissing": "3669"
},
"max": 255.0
}
},
{
"name": "label",
"numStats": {
"commonStats": {
"numNonMissing": "3669"
},
"max": 36.0
}
},
{
"name": "segmentation_mask",
"numStats": {
"commonStats": {
"numNonMissing": "3669"
},
"max": 3.0,
"min": 1.0
}
},
{
"name": "species",
"numStats": {
"commonStats": {
"numNonMissing": "3669"
},
"max": 1.0
}
}
],
"numExamples": "3669"
}
},
{
"name": "train",
"numShards": "1",
"shardLengths": [
"920",
"920",
"920",
"920"
],
"statistics": {
"features": [
{
"bytesStats": {
"commonStats": {
"numNonMissing": "3680"
}
},
"name": "file_name",
"type": "BYTES"
},
{
"name": "image",
"numStats": {
"commonStats": {
"numNonMissing": "3680"
},
"max": 255.0
}
},
{
"name": "label",
"numStats": {
"commonStats": {
"numNonMissing": "3680"
},
"max": 36.0
}
},
{
"name": "segmentation_mask",
"numStats": {
"commonStats": {
"numNonMissing": "3680"
},
"max": 3.0,
"min": 1.0
}
},
{
"name": "species",
"numStats": {
"commonStats": {
"numNonMissing": "3680"
},
"max": 1.0
}
}
],
"numExamples": "3680"
}
}
],
"supervisedKeys": {
"input": "image",
"output": "label"
},
"version": "3.1.0"
}
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