136 Open source projects that are alternatives of or similar to Action Detection

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

A curated list of action recognition and related area resources

ActionVLAD for video action classification (CVPR 2017)

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

A collection of recent video understanding datasets, under construction!

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

An open-source toolbox for action understanding based on PyTorch

Paper list of activity prediction and related area

[ICCV 2021 Oral] Deep Evidential Action Recognition

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Tools for movie and video research

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.

TensorFlow code for finetuning I3D model on UCF101.

Temporal Segment Networks (TSN) in PyTorch

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

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

Surveillance System Against Violence

CP-360-Weakly-Supervised-Saliency

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

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

Two Stream CNN implemented in Keras using in skeleton-based action recognition with dataset NTU RGB+D

基于kinect 的人体 动作识别

A Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.

experiments on classifying actions using poses

Deep Learning for Computer Vision (CommE 5052) in NTU

Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition

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

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

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

Action recognition using soft attention based deep recurrent neural networks

Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)

Identifying Visible Actions in Lifestyle Vlogs

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 !!!)

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

Count pushups from video/webcam. Tech stack: Keypoint detection, BlazePose, action recognition.

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

[CVPR2021] UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

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

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

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

Gluon CV Toolkit

STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

3D ResNets for Action Recognition (CVPR 2018)

An implementation of the LRCN in Torch

A public Python implementation for generating Dynamic Images introduced in 'Dynamic Image Networks for Action Recognition' by Bilen et al.

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Videos".

The collection of pre-trained, state-of-the-art AI models for ailia SDK

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

GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data saving. Realtime gesture recognition is realized through two-layer neural network based on the skeleton collected from the gui.

Action-Localization, Atomic Visual Actions (AVA) Dataset

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

[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions (CVPR'21)

Useful Toolbox for Anomaly Detection

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

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…

Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"

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