XPixelGroup

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.

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

ClassSR

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

RankSRGAN

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

RethinkVSRAlignment

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

BasicSR-docs

RDSR

(CVPR2022) Reflash Dropout in Image Super-Resolution

DepictQA

DepictQA: Depicted Image Quality Assessment with Vision Language Models

SEAL

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

X-Super-Resolution

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

CloserLookBlindSR

Paper accepted by CVPR Workshop, NTIRE 2022

TGSR

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

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-Video-Processing

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

X-Evaluation-and-Benchmark

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

.github