A large set of images of cats and dogs. There are 1738 corrupted images that are dropped.
To use this dataset:
import tensorflow_datasets as tfds
ds = tfds.load('cats_vs_dogs', split='train')
for ex in ds.take(4):
print(ex)
See the guide for more informations on tensorflow_datasets.
https://storage.googleapis.com/tfds-data/visualization/fig/cats_vs_dogs-4.0.1.png" alt="Visualization" width="500px">