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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

animeganv2

[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime

arbsr

[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution

awesome-cvpr2021-cvpr2020-low-level-vision

A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-eccv2020-low-level-vision

A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

awesome-iccv2021-low-level-vision

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

backgroundmattingv2

Real-Time High-Resolution Background Matting

bilibili-plus

课程视频、PPT和源代码：侯捷C++系列；台大郭彦甫MATLAB

blindsr_dataset_generator

Downscale a set of images by randomly created kernels and save them

bsrgan

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

cppguide

「C/C++学习+面试指南」一份涵盖大部分 C++ 程序员所需要掌握的知识。入门、进阶、深入、校招、社招，准备 C++ 学习& 面试，首选 CppGuide！

cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

cuda_tools

Some useful tools of cuda programming.

dasr

Official implementation of the paper 'Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution'

editgan_release

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

faceswap

Deepfakes Software For All

fkp

Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

generators-with-stylegan2

Here is a series of face generators based on StyleGAN2

gfpgan

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

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

mmediting

OpenMMLab Image and Video Editing Toolbox

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

model_script

Some useful script for model.

modnet

A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]

panopticfcn

Fully Convolutional Networks for Panoptic Segmentation (CVPR2021 Oral)

psfrgan

PyTorch codes for "Progressive Semantic-Aware Style Transformation for Blind Face Restoration", CVPR2021