soloist97

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

paper-reading

深度学习经典、新论文逐段精读

foam

A personal knowledge management and sharing system for VSCode

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

paper2gui

Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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.

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

OFA

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

Deformable-Convolution-V2-PyTorch

Deformable ConvNets V2 (DCNv2) in PyTorch

pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Awesome-CVPR2023-Low-Level-Vision

A Collection of Papers and Codes in CVPR2023/2022 about low level vision

awesome-image-denoising-state-of-the-art

awesome image and video denoising, state of the art networks

perceiver-io

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

vidt

MGD

Masked Generative Distillation (ECCV 2022)

ELAN

[ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution

Awesome-ICCV2023-Low-Level-Vision

A Collection of Papers and Codes in ICCV2023/2021 about low level vision

DiffOptics

This is the open source repository for our IEEE Transactions on Computational Imaging 2022 paper "dO: A differentiable engine for Deep Lens design of computational imaging systems".

ada-conv-pytorch

isppipeline_Python

isppipeline_Python

Object-Detection-Knowledge-Distillation-ICLR2021

The official implementation of ICLR2021 paper "Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and Efficient Detectors".

Structured-Sparse-RCNN

[CVPR 2022] Structured Sparse R-CNN for Direct Scene Graph Generation

Chromatic_aberration_correction

Implementation of "Removing chromatic aberration by digital image processing"

chromatic-aberration

Chromatic aberration simulation and correction

Iterative-Soft-Shrinkage-SR

[ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution