xpixelgroup Goto Github PK

.github

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicsr-docs

classsr

(CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic

closerlookblindsr

Paper accepted by CVPR Workshop, NTIRE 2022

diffbir

Official codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

hat

CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration

ranksrgan

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

rdsr

(CVPR2022) Reflash Dropout in Image Super-Resolution

rethinkvsralignment

(NIPS 2022) Rethinking Alignment in Video Super-Resolution Transformers

seal

ICLR 2024 (Spotlight) - SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution

tgsr

NeurIPS 2023 - Real-world super-resolution as multi-task learning

x-evaluation-and-benchmark

X-Evaluation-and-Benchmark is dedicated to presenting the benchmarks for low-level computer vision released by XPixel.

x-image-processing

X-Image-Processing is dedicated to presenting the research efforts of XPixel in the realm of image restoration and enhancement.

x-low-level-interpretation

X-Low-Level-Interpretation is dedicated to presenting the research efforts of XPixel in interpretating the principle of neural networks in low-level vision field.

x-super-resolution

X-Super-Resolution is dedicated to presenting the research efforts of XPixel in the realm of image super-resolution.

x-video-processing

X-Video-Processing is dedicated to presenting the research efforts of XPixel in the realm of video processing.