Cats and Dogs

A large set of images of cats and dogs.

Homepage: https://www.microsoft.com/en-us/download/details.aspx?id=54765

Source code: tfds.image_classification.CatsVsDogs

Versions:

4.0.0 (default): New split API (https://tensorflow.org/datasets/splits) Download size: 786.68 MiB

Source: https://www.tensorflow.org/datasets/catalog/cats_vs_dogs

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Task	Dataset Variant	Best Model
Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly	Cats and Dogs	RSRAE
Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly	Cats and Dogs	Shell-Renormalized
Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly	Cats and Dogs	Shell-Renormalized
Unsupervised Anomaly Detection with Specified Settings -- 1% anomaly	Cats and Dogs	RSRAE
Image Classification	cats_vs_dogs	µ2Net+