human-action-recognition

There are 25 repositories under human-action-recognition topic.

ActionAI
smellslikeml / ActionAI
Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints
machinelearning scikit-learn tensorflow2 pose-estimation classifier human-activity-recognition human-action-recognition jetson-nano edgetpu raspberry-pi lstm
Language:Python 802
rlleshi / phar
deep learning sex position classifier
action-recognition deep-learning porn-filter pornhub pytorch video-classification video-understanding human-action-recognition sex sex-classifier
Language:Python 280
human-action-classification
dronefreak / human-action-classification
This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.
pose-estimation pose-classification human-action-recognition convolutional-neural-networks computer-vision
Language:Python 229
oswaldoludwig / Human-Action-Recognition-with-Keras
Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)
convolutional-neural-networks deep-learning human-action-recognition kaggle keras python
Language:Python 180
xiaoiker / GCN-NAS
Source code for "Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching", AAAI2020
gcn-nas human-action-recognition
Language:Python 151
SPHAR-Dataset
AlexanderMelde / SPHAR-Dataset
Surveillance Perspective Human Action Recognition Dataset: 7759 Videos from 14 Action Classes, aggregated from multiple sources, all cropped spatio-temporally and filmed from a surveillance-camera like position.
action-recognition human-activity-recognition surveillance-systems dataset cctv-detection cctv machine-learning artificial-intelligence human-action-recognition video-classification video-prediction video-dataset
Language:Python 109
bryanyzhu / Video-Tutorial-CVPR2020
A Comprehensive Tutorial on Video Modeling
video-classification human-action-recognition mxnet gluoncv distributed-training
Language:Jupyter Notebook 66
PIC4SeR / MPOSE2021_Dataset
This repository contains the MPOSE2021 Dataset for short-time pose-based Human Action Recognition (HAR).
dataset-generation human-action-recognition mpose openpose
Language:Python 54
Event-AHU / HARDVS
[AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
deep-learning dynamic-vision-sensors event-camera human-action-recognition human-activity-recognition spatiotemporal-features transformer
Language:Python 41
VITA-Group / PA-HMDB51
[TPAMI 2020] "Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset" by Zhenyu Wu, Haotao Wang, Zhaowen Wang, Hailin Jin, and Zhangyang Wang
dataset human-action-recognition privacy-attributes privacy-protection
Language:Jupyter Notebook 40
cynicphoenix / Human-Action-Recognition
Computer Vision Project : Action Recognition on UCF101 Dataset
inceptionv3 rnn cnn human-activity-recognition human-action-recognition lstm ucf101
Language:Jupyter Notebook 39
negarhdr / skeleton-based-action-recognition
This repository provides implementation of a baseline method and our proposed methods for efficient Skeleton-based Human Action Recognition.
deep-learning efficient-deep-learning graph-convolutional-networks human-action-recognition pytorch
Language:Python 31
yavuzKomecoglu / MSR-Action-Recognition
MSR Action Recognition Datasets and Codes
human-action-recognition msraction3d skeleton-animation visualization
Language:Jupyter Notebook 28
aminullah6264 / Activity_Rec_ML-LSTM
Activity Recognition using Temporal Optical Flow Convolutional Features and Multi-Layer LSTM
human-activity-recognition activity-recognition lstm lstm-cnn lstm-networks action-recognition human-action-recognition
Language:C++ 25
SmitSheth / Human-Activity-Recognition
Deep learning model that predicts human action in a given video feed using pose estimation
lstm-keras action-recognition human-activity-recognition openpose pose-estimation deep-learning activity-recognition opencv-openpose 2d-human-pose human-action-recognition
Language:Jupyter Notebook 22
XUNIK8 / Human-Activity-Recognition-Based-on-Machine-Learning
机器学习实现基于手机六轴数据的人体动作识别和计数功能。并利用云服务器和微信小程序在手机上实现。 Use machine learning to achieve human activity recognition and counting function based on cell phone six-axis data. Achieve it on phone using ECS and WeChat mini-program.
classification-algorithm ecs-service machine-learning wechat-mini-program flask-application human-action-recognition
Language:Jupyter Notebook 20
caglarmert / MOT-Research
Human Activity Recognition Research Repository
human-action-recognition human-activity-recognition computer-vision artificial-intelligence multi-object-tracking convolutional-neural-networks
Language:Python 15
abduallahmohamed / HAR-GCNN
Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022
gcnn deep-learning har human-activity-recognition human-action-recognition human-activity-prediction deep deep-graph-networks semi-supervised-learning
Language:Python 13
cepdnaclk / e15-4yp-sports-action-recognition
This includes a novel method to measure the quality of the actions performed in Olympic weightlifting using human action recognition in videos. Human action recognition is a well-studied problem in computer vision and on the other hand action quality assessment is researched and experimented comparatively low. This is due to the lack of datasets that can be used to assess the quality of actions. In this research, we introduce a method to assess player techniques in weightlifting by using skeleton-based human action recognition. Furthermore, we introduce a new video dataset for action recognition in weightlifting which is annotated to frame level. We intended to develop a viable automated scoring system through action recognition that would be beneficial in the sports industry.
human-action-recognition computer-vision action-quality-assessment openpose final-year-project vision
9
kubabar1 / HumanActionRecognition
Implementation of some popular skeleton based Human Action Recognition methods basis on Deep Neural Networks.
human-activity-recognition human-action-recognition skeleton-based-action-recognition human-pose-estimation pytorch
Language:Python 9
nvnnghia / Online-Realtime-Action-Recognition-based-on-OpenPose
A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.
action action-recognition deep-learning deep-neural-networks human human-action-recognition human-activity-recognition keras openpose real-time recognition
Language:Python 9
AlexanderMelde / S-SPHAR-Dataset
Synthetically Generated Surveillance Perspective Human Action Recognition Dataset: 6901 Videos from 10 action classes, made by a 3D Simulation, all cropped spatio-temporally and filmed from a surveillance-camera like position.
human-action-recognition action-recognition surveillance-perspective video-dataset human-activity-recognition surveillance-systems dataset cctv-detection cctv machine-learning artificial-intelligence video-classification video-prediction
8
StadynR / HAR-imu-photogrammetry
Repository for the paper Accuracy Comparison of CNN, LSTM, and Transformer for Activity Recognition Using IMU and Visual Markers, containing all the datasets and Jupyter notebooks used for experiments
human-action-recognition imu-sensor photogrammetry
Language:Jupyter Notebook 7
soapisnotfat / Skyrim-Human-Actions
A human action dataset collected from Elder Scrolls V: Skyrim
human-actions human-action-recognition dataset skyrim
Language:Python 5
murilovarges / HARBoP
Source code of experiments performed in paper: Human Action Recognition in Videos Based on Spatiotemporal Features and Bag-of-Poses
human-action-recognition spatiotemporal-features
Language:Python 4
earthat / Human-Action-Recogntion-Data-Set-Generation
This python opencv code is used to segment the human object from the video frame
python-opencv action-recognition dataset human-action-recognition human-activity-recognition free-thesis
Language:Python 3
aryaman-gupta / Human-Action-Recognition-with-LSTM
A system for Human Action Recognition that uses the scale and body orientation invariant Skeletal Quads representation, with an LSTM network
lstm human-action-recognition kinect
Language:Python 2
eccvanonymous / Ad-HGFormer
[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"
adaptive-graph graph-attention graph-auto-encoder graphconvoltution graphneuralnetwork graphtransformer human-action-recognition human-activity-recognition hypergraph hypergraph-neural-networks skeleton-based-action-recognition hypergraph-transformer
Language:Python 2
harshraj11584 / Human-Activity-Recognition-0.97-Kaggle
Human Activity Recognition UCI Dataset, final score 0.97196
human-action-recognition human-actions human-activities human-activity-monitor human-activity-recognition kaggle-competition
Language:Jupyter Notebook 2
josephmhernandez / SeizureDetection
Project to explore a deep learning solution to a computer vision problem. Human action recognition has become increasingly popular. This project implements a deep RNN to detect seizures.
computer-vision human-action-recognition seizure-detection deep-learning deep-neural-networks recurrent-neural-networks time-series
Language:Jupyter Notebook 2
ncchen99 / HAR-Using-ViTPose-And-LSTM
專題分類動作的程式
human-action-recognition pose-estimation lstm pytorch-lightning
Language:Jupyter Notebook 2
PrasannaPulakurthi / EHAR-GAN
Enhancing Human Action Recognition with GAN-based Data Augmentation
domain-adaptation generative-adversarial-network human-action-recognition synthetic-dataset-generation
Language:Python 2
tahaShm / human-action-recognition
his is a human action recognition(HAR) project based on CNNs and Tensorflow using a pretrained model.
human-action-recognition cnn tensorflow
Language:Jupyter Notebook 2
abhijaysingh / HPE-for-HAR
Human Pose Estimation for multi-view Human Action Recognition
action-recognition gcn human-action-recognition human-pose-estimation multi-view pose-estimation transformer
Language:Python 1
maximyudayev / Realtime-ST-GCN
Implementation of ST-GCN for continuous inference and a novel lightweight realtime RT-ST-GCN
cnn deep-learning gcn human-action-recognition human-activity-recognition machine-learning pytorch segmentation skeleton st-gcn continual-inference online-action-detection continual-action-recognition realtime ai classification
Language:Python 1
visiongeeklabs / human-activity-detection
Human Activity Detection with TensorFlow and Python.
action-recognition human-action-recognition human-activity-detection python tensorflow ava human-activity-recognition
Language:Python 1

human-action-recognition

smellslikeml / ActionAI

rlleshi / phar

dronefreak / human-action-classification

oswaldoludwig / Human-Action-Recognition-with-Keras

xiaoiker / GCN-NAS

AlexanderMelde / SPHAR-Dataset

bryanyzhu / Video-Tutorial-CVPR2020

PIC4SeR / MPOSE2021_Dataset

Event-AHU / HARDVS

VITA-Group / PA-HMDB51

cynicphoenix / Human-Action-Recognition

negarhdr / skeleton-based-action-recognition

yavuzKomecoglu / MSR-Action-Recognition

aminullah6264 / Activity_Rec_ML-LSTM

SmitSheth / Human-Activity-Recognition

XUNIK8 / Human-Activity-Recognition-Based-on-Machine-Learning

caglarmert / MOT-Research

abduallahmohamed / HAR-GCNN

cepdnaclk / e15-4yp-sports-action-recognition

kubabar1 / HumanActionRecognition

nvnnghia / Online-Realtime-Action-Recognition-based-on-OpenPose

AlexanderMelde / S-SPHAR-Dataset

StadynR / HAR-imu-photogrammetry

soapisnotfat / Skyrim-Human-Actions

murilovarges / HARBoP

earthat / Human-Action-Recogntion-Data-Set-Generation

aryaman-gupta / Human-Action-Recognition-with-LSTM

eccvanonymous / Ad-HGFormer

harshraj11584 / Human-Activity-Recognition-0.97-Kaggle

josephmhernandez / SeizureDetection

ncchen99 / HAR-Using-ViTPose-And-LSTM

PrasannaPulakurthi / EHAR-GAN

tahaShm / human-action-recognition

abhijaysingh / HPE-for-HAR

maximyudayev / Realtime-ST-GCN

visiongeeklabs / human-activity-detection