Image Classification Datasets
image classification datasets that are used in my research.
Updated • 13.7k • 342Note typically the control task
tanganke/sun397
Viewer • Updated • 39.7k • 194 • 1
tanganke/stanford_cars
Viewer • Updated • 72.5k • 584 • 1Note includes seven corruption on test data
tanganke/resisc45
Viewer • Updated • 69.3k • 240Note includes seven corruption on test data
tanganke/eurosat
Viewer • Updated • 43.2k • 236Note includes seven corruption on test data
ufldl-stanford/svhn
Updated • 1.46k • 10
tanganke/gtsrb
Viewer • Updated • 128k • 231Note includes seven corruption on test data
ylecun/mnist
Viewer • Updated • 70k • 4.79k • 88tanganke/dtd
Viewer • Updated • 5.64k • 149
uoft-cs/cifar100
Viewer • Updated • 60k • 3.04k • 27Note ```python from dataset import load_dataset dataset = load_dataset('cifar100') dataset = dataset.remove_columns('coarse_label').rename_columns({'img': 'image', 'fine_label': 'label'}) ```
dpdl-benchmark/oxford_flowers102
Viewer • Updated • 8.19k • 562 • 3timm/oxford-iiit-pet
Viewer • Updated • 7.35k • 884 • 3
1aurent/PatchCamelyon
Preview • Updated • 162 • 4Note PCam in short. ```python from dataset import load_dataset dataset = load_dataset('1aurent/PatchCamlyon') classnames = ['lymph node', 'lymph node containing metastatic tumor tissue'] clip_templates = [lambda c: f'a histopathology slide showing {c}', lambda c: f'histopathology image of {c}'] ```
clip-benchmark/wds_fer2013
Viewer • Updated • 35.9kNote ```python from dataset import load_dataset dataset = load_dataset('clip-benchmark/wds_fer2013') dataset = dataset.remove_columns(['__key__', '__url__']).rename_columns({'jpg': 'image', 'cls': 'label') ```
tanganke/emnist_letters
Viewer • Updated • 146k • 63uoft-cs/cifar10
Viewer • Updated • 60k • 6.26k • 51
ethz/food101
Viewer • Updated • 101k • 1.28k • 62Note ```python from dataset import load_dataset dataset = load_dataset('food101') dataset['test'] = dataset['validation'] del dataset['validation'] ```
zalando-datasets/fashion_mnist
Viewer • Updated • 70k • 919 • 43nateraw/rendered-sst2
Viewer • Updated • 9.61k • 4tanganke/kmnist
Viewer • Updated • 70k • 3 • 1tanganke/stl10
Viewer • Updated • 13k • 238