深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

Pretrained pytorch model for the SOSNet descriptor [CVPR 2019]

My personal note about local and global descriptor

A list of point set matching/registration resources collected by Gang Wang

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) H…

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

PyTorch implementation of Contrastive Learning methods

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

Free Python Games

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Try out different pruning-approaches on lightweight Backbones.

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

《剑指Offer》面试题Python实现

Efficient neural feature detector and descriptor

记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

Memory-Based Graph Networks

Code for the Scene Graph Generation part of CVPR 2019 oral paper: "Learning to Compose Dynamic Tree Structures for Visual Contexts"

A collection of loss functions for medical image segmentation

This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

Exploring Self-attention for Image Recognition, CVPR2020.

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

Simple implementation of mean shift clustering in python

[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian

Back-propagatable PnP

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang