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milleniums's Projects

basicsr icon 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.

break-the-ice-with-python icon break-the-ice-with-python

The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways

codeformer icon codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

codeformer_gui icon codeformer_gui

CodeFormer人脸清晰化工具图形界面版，自带环境解压即用

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

difface icon difface

DifFace: Blind Face Restoration with Diffused Error Contraction (PyTorch)

dists icon dists

IQA: Deep Image Structure and Texture Similarity Metric

dlib_face_cut icon dlib_face_cut

Detect faces in the image and crop the faces / 使用 Dlib 进行人脸检测然后将人脸裁剪下来

exposure icon exposure

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

gfpgan icon gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

linux-shell icon linux-shell

Linux+Shell脚本攻略-中文-目录-文字版-第3版

mef-gan icon mef-gan

This is the code for multi-exposure image fusion via generative adversarial networks

mmagic icon mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, image/video restoration/enhancement, etc.

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

optimizedimageenhance icon optimizedimageenhance

Several image/video enhancement methods, implemented by Java, to tackle common tasks, like dehazing, denoising, backscatter removal, low illuminance enhancement, featuring, smoothing and etc.

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

sgnet icon sgnet

joint demosaicing and denoising with self guidance, cvpr20

stablesr icon stablesr

Exploiting Diffusion Prior for Real-World Image Super-Resolution

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