cat_vs_dogs

ds = tfds.load('huggingface:cats_vs_dogs')

A large set of images of cats and dogs. There are 1738 corrupted images that are dropped.

{
    "image_file_path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "image": {
        "decode": true,
        "id": null,
        "_type": "Image"
    },
    "labels": {
        "num_classes": 2,
        "names": [
            "cat",
            "dog"
        ],
        "id": null,
        "_type": "ClassLabel"
    }
}