Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

A toolbox for HSI-MSI fusion/pan-sharpening, including MoGDCN, Fusformer, PSRT, MSST, DCTransformer, iDaFormer, HySure, HyMS, DBSR, UDALN,uHNTC, and pretrained weights

🎓Automatically Update Interested Papers Daily using Github Actions (Update Every 12th hours)

PyTorch library for solving imaging inverse problems using deep learning

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

实用、美观的 Real-ESRGAN 图形界面，同时支持 Windows、Ubuntu 和 macOS 平台。现在也支持 Real-CUGAN 了！(Cross-platform GUI for image upscaler Real-ESRGAN with additional features. Now with Real-CUGAN support!)

Presentation for paper "Single Image Super-Resolution Based on Capsule Neural Networks"

The repository is for Skoltech Master's thesis work on "GAN-based Multi-Image Super-Resolution for Remote Sensing Imagery"

Repository for our paper "See More Details: Efficient Image Super-Resolution by Experts Mining"

A paper collection of recent diffusion models for text-image generation tasks, e,g., visual text generation, font generation, text removal, text image super resolution, text editing, handwritten generation, scene text recognition and scene text detection.

PyTorch library to accelerate super-resolution research

RealScaler - image/video AI upscaler app (Real-ESRGAN)

An all-purpose window upscaler for Windows 10/11.

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

[CVPR 2024 Highlight] LMF (Latent Modulated Function for Computational Optimal Continuous Image Representation)

General Speech Restoration

frc is a Python package for computing the Fourier Ring Correlation (FRC) of images using DIPlib

Implementation of Anime4K in WebGPU

neosr is a framework for training real-world single-image super-resolution networks.

GUI application for Anime4K shaders which allows to save upscaled video to disk