paper-with-me

FFHQ

Flickr-Faces-HQ

홈페이지 · 논문 1,468편

Flickr-Faces-HQ (FFHQ) consists of 70,000 high-quality PNG images at 1024×1024 resolution and contains considerable variation in terms of age, ethnicity and image background. It also has good coverage of accessories such as eyeglasses, sunglasses, hats, etc. The images were crawled from Flickr, thus inheriting all the biases of that website, and automatically aligned and cropped using dlib. Only images under permissive licenses were collected. Various automatic filters were used to prune the set, and finally Amazon Mechanical Turk was used to remove the occasional statues, paintings, or photos of photos. Source: Flickr-Faces-HQ Dataset (FFHQ) Image Source: https://github.com/NVlabs/ffhq-dataset

Images

벤치마크

Image Generation on FFHQ 256 x 256 결과 51개
Image Super-Resolution on FFHQ 256 x 256 - 4x upscaling 결과 44개
Image Super-Resolution on FFHQ 1024 x 1024 - 4x upscaling 결과 36개
Image Super-Resolution on FFHQ 512 x 512 - 4x upscaling 결과 32개
Face Hallucination on FFHQ 512 x 512 - 16x upscaling 결과 20개
Image Generation on FFHQ 1024 x 1024 결과 20개
Image Generation on FFHQ 결과 13개
Image Generation on FFHQ-U 결과 13개
3D-Aware Image Synthesis on FFHQ 256 x 256 결과 8개
Facial Inpainting on FFHQ 결과 7개
Image Inpainting on FFHQ 512 x 512 결과 6개
Image Inpainting on FFHQ 1024 x 1024 결과 4개
Image Denoising on FFHQ 결과 3개
Image Denoising on FFHQ 64x64 - 4x upscaling 결과 3개
Image Generation on FFHQ 512 x 512 결과 3개
3D-Aware Image Synthesis on FFHQ 512 x 512 - 4x upscaling 결과 2개
Image Generation on FFHQ 64x64 - 4x upscaling 결과 1개