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May 1, 2020 13:18
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dataset_info for oxford_iiit_pet dataset
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{ | |
"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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