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CelebA

CelebFaces Attributes Dataset

홈페이지 · 논문 3,477편

CelebFaces Attributes dataset contains 202,599 face images of the size 178×218 from 10,177 celebrities, each annotated with 40 binary labels indicating facial attributes like hair color, gender and age. Source: Show, Attend and Translate: Unpaired Multi-Domain Image-to-Image Translation with Visual Attention Image Source: http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html

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벤치마크

Image Generation on CelebA 64x64 결과 39개
Image Super-Resolution on CelebA 결과 20개
Image Generation on CelebA 256x256 결과 17개
Blind Face Restoration on CelebA-Test 결과 15개
Image Deblurring on CelebA 결과 15개
Image Inpainting on CelebA 결과 10개
Image Attribution on CelebA 결과 8개
Interpretability Techniques for Deep Learning on CelebA 결과 7개
Face Alignment on CelebA + AFLW Unaligned 결과 5개
Face Alignment on CelebA Aligned 결과 5개
Image Generation on CelebA 128x128 결과 5개
Long-tail Learning on CelebA-5 결과 5개
Concept-based Classification on CelebA 결과 4개
Image Classification on CelebA 64x64 결과 3개
Image Colorization on CelebA 결과 3개
Multi-Task Learning on CelebA 결과 2개
Image Generation on CelebA 결과 1개