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Datasets/AFHQ

AFHQ

Animal Faces-HQ

ImagesCC BY-NC 4.0Introduced 2019-12-04

Animal FacesHQ (AFHQ) is a dataset of animal faces consisting of 15,000 high-quality images at 512 × 512 resolution. The dataset includes three domains of cat, dog, and wildlife, each providing 5000 images. By having multiple (three) domains and diverse images of various breeds (≥ eight) per each domain, AFHQ sets a more challenging image-to-image translation problem. All images are vertically and horizontally aligned to have the eyes at the center. The low-quality images were discarded by human effort.

Source: StarGAN v2: Diverse Image Synthesis for Multiple Domains

Benchmarks

1 Image, 2*2 Stitching/LPIPS1 Image, 2*2 Stitching/FIDImage Generation/LPIPSImage Generation/FIDImage-to-Image Translation/LPIPSImage-to-Image Translation/FID

Related Benchmarks

AFHQ (Cat to Dog)/1 Image, 2*2 Stitching/FIDAFHQ (Cat to Dog)/Image Generation/FIDAFHQ (Cat to Dog)/Image-to-Image Translation/FIDAFHQ (Wild to Dog)/1 Image, 2*2 Stitching/FIDAFHQ (Wild to Dog)/Image Generation/FIDAFHQ (Wild to Dog)/Image-to-Image Translation/FIDAFHQ Cat/Image Generation/FIDAFHQ Cat/Image Generation/MAE SignatureAFHQ Cat/Image Generation/MAE log-signatureAFHQ Cat/Image Generation/RMSE SignatureAFHQ Cat/Image Generation/RMSE log-signatureAFHQ Cat/Image Generation/clean-FIDAFHQ Cat/Image Generation/clean-KIDAFHQ Dog/Image Generation/FIDAFHQ Dog/Image Generation/MAE SignatureAFHQ Dog/Image Generation/MAE log-signatureAFHQ Dog/Image Generation/RMSE SignatureAFHQ Dog/Image Generation/RMSE log-signatureAFHQ Dog/Image Generation/clean-FIDAFHQ Dog/Image Generation/clean-KIDAFHQ Wild/Image Generation/FIDAFHQ Wild/Image Generation/MAE SignatureAFHQ Wild/Image Generation/MAE log-signatureAFHQ Wild/Image Generation/RMSE SignatureAFHQ Wild/Image Generation/RMSE log-signatureAFHQ Wild/Image Generation/clean-FIDAFHQ Wild/Image Generation/clean-KIDAFHQ-v2 64x64/Image Generation/FIDAFHQ-v2 64x64/Image Generation/NFEAFHQV2/Image Generation/EQ-RAFHQV2/Image Generation/EQ-TAFHQV2/Image Generation/FID

Statistics

Papers
327
Benchmarks
6

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Tasks

1 Image, 2*2 StitchingImage GenerationImage-to-Image TranslationMultimodal Unsupervised Image-To-Image Translation