An open-source toolbox for action understanding based on PyTorch

Implementation of Dynamic ReLU on Pytorch

Resources about activity recognition-行为识别资料

Source code for training Gated Multimodal Units on MM-IMDb dataset

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

Datasets, Transforms and Models specific to Computer Vision

3D ResNets for Action Recognition (CVPR 2018)

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

This is an official implementation for "Video Swin Transformers".

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.

VMZ: Model Zoo for Video Modeling

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

Project to development version of HOG

深度学习经典、新论文逐段精读

RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality (CVPR 2022)

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Automatic extraction of relevant features from time series:

一些关于机器学习的学习资料与研究介绍

使用HOG+SVM进行图像分类

HOG feature extractor with simple python implementation

Histogram Of Oriented Gradients

Awesome Multitask Learning Resources

Damage Identification in Social Media Posts using Multimodal Deep Learning: code and dataset

Code repository for Rakuten Data Challenge: Multimodal Product Classification and Retrieval.

Dual Attention Network for Scene Segmentation (CVPR2019)

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

Internet of Things Notes in Chinese

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation