136 Open source projects that are alternatives of or similar to Tsn Pytorch

temporal action detection with SSN

[ICCV 2021 Oral] Deep Evidential Action Recognition

ActionVLAD for video action classification (CVPR 2017)

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Paper list of activity prediction and related area

A collection of recent video understanding datasets, under construction!

An open-source toolbox for action understanding based on PyTorch

Tools for movie and video research

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

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

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.

A curated list of action recognition and related area resources

TensorFlow code for finetuning I3D model on UCF101.

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

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

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

No description or website provided.

REPresentAtion bIas Removal (REPAIR) of datasets

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

Surveillance System Against Violence

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

Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)

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

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

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

3D ResNets for Action Recognition (CVPR 2018)

PyTorch implementation of two-stream networks for video action recognition

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

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

Useful Toolbox for Anomaly Detection

Action recognition.基于C3D的视频动作识别

experiments on classifying actions using poses

Identifying Visible Actions in Lifestyle Vlogs

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

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

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

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

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

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

CP-360-Weakly-Supervised-Saliency

基于kinect 的人体 动作识别

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

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

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

Skeleton-based Action Recognition

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection

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

Deep Learning for Computer Vision (CommE 5052) in NTU

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".

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

Action recognition using soft attention based deep recurrent neural networks

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

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

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.

An implementation of the LRCN in Torch

Action-Localization, Atomic Visual Actions (AVA) Dataset

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