murufeng

Python-Machine-Learning-Cookbook

Code files for Python-Machine-Learning-Cookbook

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

VSR-Transformer

PyTorch implementation of VSR-Transformer

android-demo-app

PyTorch android examples of usage in applications

NN-CUDA-Example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

g2o

g2o: A General Framework for Graph Optimization

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

fast-reid

SOTA Re-identification Methods and Toolbox

UMEC

[ICLR 2021] "UMEC: Unified Model and Embedding Compression for Efficient Recommendation Systems" by Jiayi Shen, Haotao Wang*, Shupeng Gui*, Jianchao Tan, Zhangyang Wang, and Ji Liu

KD_Lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

Awesome-Knowledge-Distillation

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

kaggle-landmark-2021-1st-place

ECBSR

Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021

convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

EDSR-PyTorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

AlphaPose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

MobilePose

Light-weight Single Person Pose Estimator

MobileHumanPose

This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).

micronet

HR-NAS

HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)

deit

Official DeiT repository

Efficient-Computing

Efficient computing methods developed by Huawei Noah's Ark Lab

ReviewKD

Distilling Knowledge via Knowledge Review, CVPR 2021

MSDNet-PyTorch

MSDNet

MSDNet

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

pycls

Codebase for Image Classification Research, written in PyTorch.

YoloAll

YoloAll is a collection of yolo all versions. you you use YoloAll to test yolov3/yolov5/yolox/yolo_fastest

MulimgViewer

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

Visualizer

assistant tools for attention visualization in deep learning

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)