Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
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Updated
Aug 6, 2024 - Python
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows.
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.
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
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.
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
PyTorch implementation of Real-ESRGAN model
AI无损放大工具
Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
The Upscayl backend powered by the NCNN framework and Real-ESRGAN architecture.
Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app
ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
Lovely Real-ESRGAN / Real-CUGAN GUI Wrapper
Removing Pixelated Mosaic Censorship using ESRGAN and green_mask_project
web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD
2-4x faster ComfyUI Image Upscaling using Tensorrt ⚡
A simple implementation of esrgan, which uses the pytorch framework.
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