136 Open source projects that are alternatives of or similar to Temporal Segment Networks

Temporal Segment Networks (TSN) in PyTorch

A curated list of action recognition and related area resources

Comprehensive, latest, and deployable video deep learning algorithm, including video recognition, action localization, and temporal action detection tasks. It's a high-performance, light-weight codebase provides practical models for video understanding research and application

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

TensorFlow code for finetuning I3D model on UCF101.

A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

Tools for movie and video research

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

temporal action detection with SSN

[ICCV 2021 Oral] Deep Evidential Action Recognition

A collection of recent video understanding datasets, under construction!

An open-source toolbox for action understanding based on PyTorch

Paper list of activity prediction and related area

ActionVLAD for video action classification (CVPR 2017)

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

This repository host the code for real-time action detection paper

Video classification tools using 3D ResNet

3D ResNets for Action Recognition (CVPR 2018)

Useful Toolbox for Anomaly Detection

As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

Identifying Visible Actions in Lifestyle Vlogs

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

NTU-X, which is an extended version of popular NTU dataset

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

HAKE-Action in PyTorch

Real time Fight Detection Based on 2D Pose Estimation and RNN Action Recognition

An implementation of the LRCN in Torch

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

Using deep learning to perform action recognition in the sport of tennis.

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

CP-360-Weakly-Supervised-Saliency

Action recognition.基于C3D的视频动作识别

基于kinect 的人体 动作识别

EPIC-KITCHENS-55 baselines for Action Recognition

Deep Learning for Computer Vision (CommE 5052) in NTU

End-to-end Temporal Action Detection with Transformer. [Under review for a journal publication]

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

Gluon CV Toolkit

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

A curated list of “Temporally Language Grounding” and related area

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

Training Toolbox for Caffe

No description or website provided.

PyTorch implementation of two-stream networks for video action recognition

REPresentAtion bIas Removal (REPAIR) of datasets

code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

This repo allocate DAPs code of our ECCV 2016 publication

ResGCN: an efficient baseline for skeleton-based human action recognition.

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

The official PyTorch implementation of "Context Matters: Self-Attention for sign Language Recognition"

Surveillance System Against Violence

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

Temporal Convolutional Feature Pyramid Network (TCFPN) & Iterative Soft Boundary Assignment (ISBA), CVPR '18

Detects Chinese traffic police commanding poses 检测中国交警指挥手势

Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'