cifar10_1

dataset_info.json

{
  "citation": "@article{recht2018cifar10.1,\n  author = {Benjamin Recht and Rebecca Roelofs and Ludwig Schmidt and Vaishaal Shankar},\n  title = {Do CIFAR-10 Classifiers Generalize to CIFAR-10?},\n  year = {2018},\n  note = {\\url{https://arxiv.org/abs/1806.00451}},\n}\n\n@article{torralba2008tinyimages, \n  author = {Antonio Torralba and Rob Fergus and William T. Freeman}, \n  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, \n  title = {80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition}, \n  year = {2008}, \n  volume = {30}, \n  number = {11}, \n  pages = {1958-1970}\n}",
  "description": "The CIFAR-10.1 dataset is a new test set for CIFAR-10. CIFAR-10.1 contains roughly 2,000 new test images \nthat were sampled after multiple years of research on the original CIFAR-10 dataset. The data collection \nfor CIFAR-10.1 was designed to minimize distribution shift relative to the original dataset. We describe \nthe creation of CIFAR-10.1 in the paper \"Do CIFAR-10 Classifiers Generalize to CIFAR-10?\". \nThe images in CIFAR-10.1 are a subset of the TinyImages dataset. \nThere are currently two versions of the CIFAR-10.1 dataset: v4 and v6.",
  "downloadSize": "6216852",
  "location": {
    "urls": [
      "https://github.com/modestyachts/CIFAR-10.1"
    ]
  },
  "name": "cifar10_1",
  "schema": {
    "feature": [
      {
        "name": "image",
        "shape": {
          "dim": [
            {
              "size": "32"
            },
            {
              "size": "32"
            },
            {
              "size": "3"
            }
          ]
        },
        "type": "INT"
      },
      {
        "name": "label",
        "type": "INT"
      }
    ]
  },
  "sizeInBytes": "6216772",
  "splits": [
    {
      "name": "test",
      "numShards": "1",
      "shardLengths": [
        "2021"
      ],
      "statistics": {
        "features": [
          {
            "name": "image",
            "numStats": {
              "commonStats": {
                "numNonMissing": "2021"
              },
              "max": 255.0
            }
          },
          {
            "name": "label",
            "numStats": {
              "commonStats": {
                "numNonMissing": "2021"
              },
              "max": 9.0
            }
          }
        ],
        "numExamples": "2021"
      }
    }
  ],
  "supervisedKeys": {
    "input": "image",
    "output": "label"
  },
  "version": "1.0.0"
}