jet-zheng's repositories
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, ... 🧠
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome-papers-fewshot
Collection for Few-shot Learning
Background-Matting
Background Matting: The World is Your Green Screen
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
detr
End-to-End Object Detection with Transformers
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
GAN_Review
A Survey and Taxonomy of the Recent GANs Development & GAN-based Action Recognition Implementations
Implicit-feature-alignment
Pytorch implementation for "Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter".
Kandinsky-2
Kandinsky 2 — multilingual text2image latent diffusion model
kornia
Open Source Differentiable Computer Vision Library for PyTorch
learning-invariances
Codebase for Learning Invariances in Neural Networks
LipNet-PyTorch
The state-of-art PyTorch implementation of the method described in the paper "LipNet: End-to-End Sentence-level Lipreading" (https://arxiv.org/abs/1611.01599)
MEVA
Official implementation of ACCV 2020 paper "3D Human Motion Estimation via Motion Compression and Refinement" (Identical repo to https://github.com/KlabCMU/MEVA, will be kept in sync)
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
mobile-yolov5-pruning-distillation
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
MODNet
A Trimap-Free Solution for Portrait Matting in Real Time under Changing Scenes
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
python-parallel-programming-cookbook-cn
📖《Python Parallel Programming Cookbook》中文版
ReID-Survey
Deep Learning for Person Re-identification: A Survey and Outlook
shap
A game theoretic approach to explain the output of any machine learning model.
Source-Code-Notebook
关于一些经典论文源码的逐行中文笔记
TransGAN
[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
U-2-Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
VIPriors-Object-Detection-Challenge
2020 ECCV VIPirios 目标检测冠军
Wav2Lip
This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020.