120 Open source projects that are alternatives of or similar to Untrimmednet

Gluon CV Toolkit

3D ResNets for Action Recognition (CVPR 2018)

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

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

Deep Learning for Computer Vision (CommE 5052) in NTU

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

Skeleton-based Action Recognition

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

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

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

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

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

Video Classification based on PyTorch

temporal action detection with SSN

🍴 Annotations for the EPIC KITCHENS-55 Dataset.

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 !!!)

This repo allocate DAPs code of our ECCV 2016 publication

A curated list of action recognition and related area resources

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

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.

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

基于kinect 的人体 动作识别

Trajectory-pooled Deep-Convolutional Descriptors

An implementation of the LRCN in Torch

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

Temporal Segment Networks (TSN) in PyTorch

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

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

Action recognition.基于C3D的视频动作识别

Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

A one stop shop for all of your activity recognition needs.

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

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20)

PyTorch implementation of two-stream networks for video action recognition

HAKE-Action in PyTorch

A collection of recent video understanding datasets, under construction!

keras implementation of inflated 3d from Quo Vardis paper + weights

Action recognition using soft attention based deep recurrent neural networks

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

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

A list of the Human-Object Interaction Learning studies.

[ICCV 2021 Oral] Deep Evidential Action Recognition

EPIC-KITCHENS-55 baselines for Action Recognition

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

Tools for movie and video research

Identifying Visible Actions in Lifestyle Vlogs

Training Toolbox for Caffe

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

An open-source toolbox for action understanding based on PyTorch

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

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

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

3D ResNets for Action Recognition

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

Paper list of activity prediction and related area

Explore Action Recognition

TensorFlow code for finetuning I3D model on UCF101.

Generic PyTorch Dataset Implementation for Loading, Preprocessing and Augmenting Video Datasets

Video classification tools using 3D ResNet