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@normster
Created August 5, 2019 00:20
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Dataset info object for Cifar10Corrupted
{
"citation": "@inproceedings{\n hendrycks2018benchmarking,\n title={Benchmarking Neural Network Robustness to Common Corruptions and Perturbations},\n author={Dan Hendrycks and Thomas Dietterich},\n booktitle={International Conference on Learning Representations},\n year={2019},\n url={https://openreview.net/forum?id=HJz6tiCqYm},\n}\n",
"description": "Cifar10Corrupted is a dataset generated by adding 15 common corruptions + 4\nextra corruptions to the test images in the Cifar10 dataset. This dataset wraps\nthe corrupted Cifar10 test images uploaded by the original authors.\n",
"location": {
"urls": [
"https://github.com/hendrycks/robustness"
]
},
"name": "cifar10_corrupted",
"schema": {
"feature": [
{
"name": "image",
"shape": {
"dim": [
{
"size": "32"
},
{
"size": "32"
},
{
"size": "3"
}
]
},
"type": "INT"
},
{
"name": "label",
"type": "INT"
}
]
},
"sizeInBytes": "2918471680",
"splits": [
{
"name": "test",
"numShards": "1",
"statistics": {
"features": [
{
"name": "image",
"numStats": {
"commonStats": {
"numNonMissing": "10000"
},
"max": 255.0
}
},
{
"name": "label",
"numStats": {
"commonStats": {
"numNonMissing": "10000"
},
"max": 9.0
}
}
],
"numExamples": "10000"
}
}
],
"supervisedKeys": {
"input": "image",
"output": "label"
},
"version": "0.0.1"
}
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