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Projects in Awesome Lists tagged with action-recognition

A curated list of projects in awesome lists tagged with action-recognition .

https://github.com/open-mmlab/mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

action-recognition deep-learning graph-convolutional-network pytorch skeleton-based-action-recognition

Last synced: 13 Apr 2025

https://github.com/paddlepaddle/paddlevideo

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.

actbert action-detection action-localization action-recognition activitynet ava bmn kinetics400 pp-tsm slowfast st-gcn t2vlad temporal-action-detection tsm tsn video-recognition video-understanding videotag youtube-8m

Last synced: 13 May 2025

https://github.com/PaddlePaddle/PaddleVideo

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.

actbert action-detection action-localization action-recognition activitynet ava bmn kinetics400 pp-tsm slowfast st-gcn t2vlad temporal-action-detection tsm tsn video-recognition video-understanding videotag youtube-8m

Last synced: 07 Apr 2025

https://github.com/MCG-NJU/VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

action-recognition mae masked-autoencoder neurips-2022 pytorch self-supervised-learning transformer video-analysis video-representation-learning video-transformer video-understanding vision-transformer

Last synced: 16 Mar 2025

https://github.com/HHTseng/video-classification

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

action-recognition cnn lstm pytorch-tutorial resnet rnn transfer-learning ucf101 video-classification

Last synced: 06 Apr 2025

https://github.com/felixchenfy/Realtime-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 !!!)

action-recognition machine-learning openpose time-series

Last synced: 10 Apr 2025

https://github.com/nghorbani/amass

Data preparation and loader for AMASS

action-recognition human motion motion-capture pose-estimation

Last synced: 12 Apr 2025

https://github.com/firework8/Awesome-Skeleton-based-Action-Recognition

A curated paper list of awesome skeleton-based action recognition.

action-recognition papers skeleton skeleton-based-action-recognition

Last synced: 13 Apr 2026

https://github.com/bryanyzhu/two-stream-pytorch

PyTorch implementation of two-stream networks for video action recognition

action-recognition pytorch two-stream video

Last synced: 05 Apr 2025

https://github.com/RaivoKoot/Video-Dataset-Loading-Pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

action-recognition dataloader deep-learning machine-learning pytorch video-dataset videos

Last synced: 23 Apr 2025

https://github.com/raivokoot/video-dataset-loading-pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

action-recognition dataloader deep-learning machine-learning pytorch video-dataset videos

Last synced: 12 Apr 2025

https://github.com/dmitryryumin/cvpr-2023-24-papers

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

action-recognition autonomous-driving biometrics computer-vision cvpr cvpr2023 cvpr2024 datasets deep-learning face-recognition gesture-recognition image-synthesis medical-image-processing multi-modal-learning pattern-recognition scene-analysis segmentation self-supervised-learning shape-analysis video-synthesis

Last synced: 05 Apr 2025

https://github.com/cmhungsteve/TA3N

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

action-recognition cvpr2019 domain-adaptation domain-discrepancy iccv2019 pytorch temporal-dynamics video video-classification video-da-datasets

Last synced: 02 Apr 2025

https://github.com/cmhungsteve/ta3n

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

action-recognition cvpr2019 domain-adaptation domain-discrepancy iccv2019 pytorch temporal-dynamics video video-classification video-da-datasets

Last synced: 12 Apr 2025

https://github.com/dukebw/lintel

A Python module to decode video frames directly, using the FFmpeg C API.

action-recognition ffmpeg python video-processing

Last synced: 03 Sep 2025

https://github.com/vt-vl-lab/ican

[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

action-recognition human-object-interaction visual-relationship-detection

Last synced: 29 Jul 2025

https://github.com/guiggh/hand_pose_action

Dataset and code for the paper "First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations", CVPR 2018.

action-recognition benchmark computer-vision dataset hand-pose-estimation

Last synced: 24 Dec 2025

https://github.com/coderSkyChen/Action_Recognition_Zoo

Codes for popular action recognition models, verified on the something-something data set.

action-recognition pytorch

Last synced: 05 Apr 2025

https://github.com/dirtyharrylyl/transferable-interactiveness-network

Code for Transferable Interactiveness Knowledge for Human-Object Interaction Detection. (CVPR'19, TPAMI'21)

action-recognition hoi hoi-classification hoi-datasets hoi-detection human-object-interaction interactiveness-knowledge

Last synced: 05 Jul 2025

https://github.com/alibaba-mmai-research/TAdaConv

[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.

action-localization action-recognition pytorch self-supervised-learning tadaconv video-classification video-understanding

Last synced: 29 Apr 2025

https://github.com/dirtyharrylyl/hake

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20, TPAMI'21)

action-recognition activity-recognition benchmark dataset human-object-interaction knowledge-base object-recognition

Last synced: 13 Apr 2025

https://github.com/rohitgirdhar/ActionVLAD

ActionVLAD for video action classification (CVPR 2017)

action-recognition deep-learning tensorflow video-processing video-understanding

Last synced: 14 May 2025

https://github.com/SUTDCV/UAV-Human

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

action-recognition dataset uav

Last synced: 12 May 2025

https://github.com/imsoo/fight_detection

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

action-recognition fight-detection pose-estimation

Last synced: 20 Mar 2025

https://github.com/eriklindernoren/Action-Recognition

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

action-recognition pytorch video-classification

Last synced: 07 Apr 2025

https://github.com/eriklindernoren/action-recognition

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

action-recognition pytorch video-classification

Last synced: 05 Jul 2025

https://github.com/kevin-ssy/optical-flow-guided-feature

Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018

action-recognition deep-learning hmdb51 motion-design ucf101 video-classification

Last synced: 21 Aug 2025

https://github.com/wmcnally/golfdb

GolfDB is a video database for Golf Swing Sequencing, which involves detecting 8 golf swing events in trimmed golf swing videos. This repo demos the baseline model, SwingNet.

action-recognition event-detection golf pytorch temporal video

Last synced: 29 Jul 2025

https://github.com/bryanyzhu/hidden-two-stream

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

action-recognition caffe cnn hmdb51 optical-flow real-time ucf101 unsupervised-learning video

Last synced: 08 Sep 2025

https://github.com/cagbal/Skeleton-Based-Action-Recognition-Papers-and-Notes

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

action-recognition ntu-rgbd paper-link paper-list papers skeleton-based-action-recognition

Last synced: 04 May 2025

https://github.com/dlpbc/keras-kinetics-i3d

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

action-recognition computer-vision deep-learning pretrained-kinetics-model

Last synced: 26 Jul 2025

https://github.com/chenfengye/sportscap

[IJCV 2021] SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos

action-recognition dataset deep-learning ijcv2021 motion-capture motion-prior sport sports-analytics sports-data

Last synced: 16 Mar 2025

https://github.com/lromul/ball-action-spotting

SoccerNet@CVPR | 1st place solution for Ball Action Spotting Challenge 2023

action-recognition action-spotting deep-learning football pytorch soccer soccernet video video-processing

Last synced: 16 Apr 2025

https://github.com/dirtyharrylyl/hake-action

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

action-recognition activity-recognition human-computer-interaction

Last synced: 16 Mar 2026

https://github.com/vt-vl-lab/sdn

[NeurIPS 2019] Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

action-recognition activity-recognition debiasisng representation-learning video-understanding

Last synced: 11 Aug 2025

https://github.com/escorciav/daps

This repo allocate DAPs code of our ECCV 2016 publication

action-recognition computer-vision python python27 theano video

Last synced: 09 Apr 2025

https://github.com/VNOpenAI/pushup-counter-app

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

action-recognition keypoint-detection

Last synced: 20 Mar 2025

https://github.com/alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates

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".

3d-cnn action-recognition activity-recognition hacs kinetics-datasets moments-in-time pytorch recursion-temporal-gates spatio-temporal-modeling

Last synced: 14 Jul 2025

https://github.com/laura-wang/video_repres_mas

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

action-recognition cvpr2019 self-supervised-learning spatio-temporal-analysis tensorflow video

Last synced: 25 Apr 2025

https://github.com/karolzak/conv3d-video-action-recognition

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 results similar to those reported by authors

action-recognition c3d conv3d deep-learning keras keras-implementations machine-learning pipe sports-1m tensorflow ucf101 video-classification video-processing video-recognition

Last synced: 08 May 2025

https://github.com/csiro-robotics/TCE

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

action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101

Last synced: 26 Apr 2025

https://github.com/aimagelab/stage_action_detection

Code of the STAGE module for video action detection

action-detection action-recognition graph-convolutional-networks pytorch

Last synced: 11 Apr 2025

https://github.com/vra/action-recognition-using-3d-resnet

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

3d-resnet action-recognition cnn deep-learning extract-features hmdb51 ucf101

Last synced: 12 Apr 2025

https://github.com/vt-vl-lab/video-data-aug

Learning Representational Invariances for Data-Efficient Action Recognition

action-recognition data-augmentation semi-supervised-learning

Last synced: 12 Apr 2025

https://github.com/rubenamtz/ai-sports-assistant

Olympic weightlifting videos analysis, action recognition and assessment.

action-assessment action-recognition artificial-intelligence pose-estimation weightlifting

Last synced: 20 Jun 2025

https://github.com/junweiliang/aicity_action

Code and model for the AI City Challenge (CVPR 2022) Track 3 Action Detection (Naturalistic Driving Action Recognition)

action-recognition ai ai-city-challenge computer-vision

Last synced: 19 Apr 2025

https://github.com/ivandonadello/visual-relationship-detection-ltn

This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework.

action-recognition deep-learning human-object-interaction scene-graph scene-recognition scene-understanding semantic-image-interpretation visual-relationship-detection vrd zero-shot-learning

Last synced: 01 May 2025

https://github.com/zjcv/x3d

[CVPR 2020] X3D: Expanding Architectures for Efficient Video Recognition

action-recognition pytorch video-recognition video-understanding x3d

Last synced: 01 Apr 2026

https://github.com/zjcv/tsm

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

action-recognition pytorch temporal-shift-module tsm video-recognition video-understanding

Last synced: 22 Aug 2025

https://github.com/junweiliang/multitrain

Code and model for "Multi-dataset Training of Transformers for Robust Action Recognition", NeurIPS 2022 Spotlight

action-recognition co-training domain-adaptation video-recognition vision-transformer

Last synced: 19 Apr 2025

https://github.com/necolizer/ista-net

[IROS 2023] Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition

action-recognition human-robot-interaction interactive-action robotic-vision

Last synced: 19 Jun 2025

https://github.com/CVIR/CoMix

This repository contains the official implementation of CoMix (NeurIPS 2021) https://arxiv.org/pdf/2110.15128.pdf.

action-recognition computer-vision contrastive-learning domain-adaptation

Last synced: 15 Aug 2025

https://github.com/elicassion/3DTRL

Code for NeurIPS 2022 paper "Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space"

3d-models action-recognition deep-learning image-classification pytorch video-alignment

Last synced: 20 Mar 2025

https://github.com/houdinisparks/pose_recognition_tello

Control a dji tello drone with body postures processed by tf-openpose using a camera and aws ec2 g2.2xlarge gpu server.

action-recognition openpose pose-recognition tello

Last synced: 06 May 2025

https://github.com/dmitryryumin/fg-2024-papers

FG 2024 Papers: Explore a comprehensive collection of research papers presented at one of the premier conferences on automatic face and gesture recognition. Seamlessly integrate code implementations for better understanding. ⭐ Experience the cutting edge of progress in facial analysis, gesture recognition, and biometrics with this repository!

action-recognition affective-computing animation behavioral-analysis biometrics databases emotion-recognition face-and-gesture-image-detection face-biometrics facial-expressions facial-recognition fg fg2024 gait-analysis gesture-recognition hand-gesture-recognition human-pose-estimation sign-language

Last synced: 06 Apr 2025

https://github.com/Kali-Hac/Awesome-Skeleton-Based-Models

A systematic collection of various skeleton-based models (Datasets, Papers, Codes, Leaderboards).

3d-pose-estimation action-recognition person-reid skeleton-based-action-recognition skeleton-based-person-reid skeleton-models

Last synced: 13 Aug 2026

https://github.com/adl-x/llavidal

This is the offical repository of LLAVIDAL

action-recognition activities-of-daily-living large-vision-language-model llvm

Last synced: 12 Apr 2025

https://github.com/kiyoon/verb_ambiguity

Official implementation of "An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition", BMVC 2022

action-recognition activity-recognition label-ambiguity label-noise multi-label-action-recognition-dataset multi-label-learning single-positive-multi-label-learning video video-understanding

Last synced: 28 Oct 2025

https://github.com/zjcv/tsn

[ECCV 2016] Temporal Segment Networks: Towards Good Practices for Deep Action Recognition

action-recognition pytorch temporal-segment-networks tsn video-recognition video-understanding

Last synced: 11 Aug 2025

https://github.com/quva-lab/timeception

Please check the updated repository https://github.com/noureldien/timeception

action-recognition computer-vision convolutional-neural-networks temporal-models

Last synced: 01 Aug 2025

https://github.com/kiyoon/channel_sampling

Official implementation of "Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition", BMVC 2022

action-recognition activity-recognition efficient video video-understanding

Last synced: 05 May 2025