[TIP2020] Adaptive Graph Representation Learning for Video Person Re-identification

An open source library for face detection in images. The face detection speed can reach 1000FPS.

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

Implementation of self-attention mechanisms for general purpose. Focused on computer vision modules. Ongoing repository.

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

C++ 资源大全中文版，标准库、Web应用框架、人工智能、数据库、图片处理、机器学习、日志、代码分析等。由「开源前哨」和「CPP开发者」微信公号团队维护更新。

unofficial implementation of paper Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder (MemAE) for Unsupervised Anomaly Detection

Pytorch implementation of anomaly prediction.

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

PyTorch implementation of SENet

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Papers for Video Anomaly Detection, released codes collection.

An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.

The official Codes for NeurIPS 2019 paper. Quanfu Fan, Ricarhd Chen, Hilde Kuehne, Marco Pistoia, David Cox, "More Is Less: Learning Efficient Video Representations by Temporal Aggregation Modules"

3D ResNets for Action Recognition (CVPR 2018)

C++那些事

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

手写实现李航《统计学习方法》书中全部算法

Gluon CV Toolkit

机器学习算法的公式推导以及numpy实现

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

Inflate DenseNet and ResNet as per I3D with ImageNet weight transfer

exercise for nndl

Python 中文数据结构和算法教程

OpenCV-Python图像处理教程