human-activity-recognition

There are 59 repositories under human-activity-recognition topic.

PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
blazeface deepsort detr face-detection fairmot faster-rcnn fcos human-activity-recognition human-pose-estimation instance-segmentation mask-rcnn multi-object-tracking object-detection picodet pp-yolo rt-detr yolov3 yolov5 yolov7 yolox
Language:Python 13751
guillaume-chevalier / LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
activity-recognition deep-learning human-activity-recognition lstm machine-learning neural-network recurrent-neural-networks rnn tensorflow
Language:Jupyter Notebook 3424
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
markdregan / K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
machine-learning timeseries classification-algorithm human-activity-recognition nearest-neighbors dynamic-programming dynamic-time-warping
Language:Jupyter Notebook 786
aqibsaeed / Human-Activity-Recognition-using-CNN
Convolutional Neural Network for Human Activity Recognition in Tensorflow
android cnn convolutional-neural-networks deep-learning human-activity-recognition notebook tensorflow
Language:Jupyter Notebook 474
emadeldeen24 / TS-TCC
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
unsupervised-learning deep-learning contrastive-learning temporal contextual time-series eeg fault-diagnosis epilepsy epileptic-seizures sleep-stage-classification transfer-learning human-activity-recognition machine-learning representation-learning
Language:Python 457
mmalekzadeh / motion-sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)
accelerometer acclerometer activity-recognition autoencoder convolutional-neural-networks dataset deep-learning deeplearning gyroscope har human-activity-recognition mobile mobile-sensing motionsense-dataset motionsensor sensor sensor-data sensors-data-collection smartphone time-series
Language:Jupyter Notebook 350
guillaume-chevalier / HAR-stacked-residual-bidir-LSTMs
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
bidirectional-lstm-cells human-activity-recognition lstm residual-layers residual-lstm-cells rnn stacked-layers tensorflow
Language:Python 320
PeopleSansPeople
Unity-Technologies / PeopleSansPeople
Unity's privacy-preserving human-centric synthetic data generator
owner-machine-learning billing-5160 applied-ml-research computer-vision human-centric-ml deep-learning synthetic-data synthetic-data-generation synthetic-datasets synthetic-dataset-generation human-pose-estimation human-activity-recognition perception unity unity3d labeling icml-2022 object-detection pose-estimation transfer-learning
Language:C# 315
haoranD / Awesome-Human-Activity-Recognition
An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.
human-activity-recognition ubicomp paper recognition activity-recognition ubiquitous-computing deeplearning pattern-recognition signal-analysis awasome survey study imu mobile sensor time-series sequential wearable-sensors imu-data deep-learning
314
quickpose / quickpose-ios-sdk
Quickly add MediaPipe Pose Estimation and Detection to your iOS app. Enable powerful features in your app powered by the body or hand.
ai blazepose full-body-tracking hand-detection human-activity-recognition human-computer-interaction human-joints human-pose-estimation human-pose-tracking ios mediapipe pose-detection pose-estimation pose-tracking swift
Language:Swift 282
emadeldeen24 / AdaTime
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
deep-learning pytorch domain-adaptation time-series eeg sleep-stage-classification human-activity-recognition transfer-learning unsupervised-domain-adaptation cdan dann deep-coral homm dsan fault-detection fault-diagnosis
Language:Python 215
Retsediv / WIFI_CSI_based_HAR
Human Activity Recognition based on WiFi Channel State Information
human-activity-recognition csi channel-state-information wifi deep-learning har
Language:Jupyter Notebook 175
HumanBehaviorBKU
dolongbien / HumanBehaviorBKU
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
deep-learning abnormal-behavior-detection road-accident-detection 3d-convolutional-network multiple-instance-learning theano keras caffe road-accident-dataset django-application ranking-loss anomaly-detection human-behavior human-activity-recognition c3d-intel-caffe c3d
Language:Jupyter Notebook 163
CV-ZMH / human-action-recognition
Multi Person Skeleton Based Action Recognition and Tracking
pose-estimation human-activity-recognition deepsort action-classifier deep-learning tracking
Language:Python 138
OxWearables / ssl-wearables
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
accelerometer deep-learning human-activity-recognition self-supervised-learning wearable foundation-models pytorch
Language:Jupyter Notebook 134
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
ludlows / CSI-Activity-Recognition
Human Activity Recognition using Channel State Information
channel-state-information wifi human-activity-recognition deep-learning tensorflow
Language:Python 107
arturjordao / WearableSensorData
This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art", where we implement and evaluate several state-of-the-art approaches, ranging from handcrafted-based methods to convolutional neural networks.
wearable-devices sensor-data human-activity-recognition state-of-the-art benchmark-framework
Language:Python 102
ani8897 / Human-Activity-Recognition
Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.
human-activity-recognition machine-learning downsampling-data accelerometer gyroscope sensor-data lstm-neural-networks rnn keras-neural-networks scikit-learn
Language:Python 98
iantangc / ContrastiveLearningHAR
Contrastive Learning (SimCLR) for Human Activity Recognition
python human-activity-recognition har contrastive-learning semi-supervised-learning time-series tensorflow simclr mobile-sensing
Language:Jupyter Notebook 79
xushige / HAR-Dataset-Preprocess
cnn deep-learning human-activity-recognition preprocessing resnet sliding-windows transformer
Language:Python 76
dipakkr / 3d-cnn-action-recognition
Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.
3d-convnet action-recognition convolutional-neural-networks human-activity-recognition keras tensorflow
Language:Python 74
HAR-Transformer
markub3327 / HAR-Transformer
Transformer for Human Activity Recognition
artificial-intelligence classification deep-learning human-activity-recognition machine-learning tensorflow transformer
Language:Jupyter Notebook 71
tcsvn / activity-assistant
Activity Assistant provides a platform for logging, evaluating and predicting Activities of Daily Living for Home Assistant.
adls activity-assistant home-assistant homeassistant home-assistant-addons smarthome smart-home machine-learning django-rest-framework django activities-of-daily-living human-activity-recognition data-science data-mining visualization home-automation
Language:JavaScript 65
takumiw / Deep-Learning-for-Human-Activity-Recognition
Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).
deep-learning machine-learning convolutional-neural-network keras human-activity-recognition lightgbm deep-conv-lstm stacked-denoising-autoencoder uci-smartphone-dataset
Language:Jupyter Notebook 64
TsingZ0 / FL-IoT
This is a platform containing the datasets and federated learning algorithms in IoT environments.
communication differential-privacy distributed-systems federated-learning heterogeneity human-activity-recognition iot machine-learning personalization platform privacy python pytorch
Language:Python 64
LiangZai-Embedded / HAR-ON-STM32F401C
使用卷积神经网络在STM32F401C-DISCO上实现人体活动识别
accelerometer cnn human-activity-recognition stm32
Language:C 57
Aneapiy / Swift-HAR
Human activity recognition on iOS using Swift, CoreMotion, and NeuralNet.
coremotion human-activity-recognition machine-learning neural-network swift
Language:Swift 53
FIGLAB / Vid2Doppler
This is the research repository for Vid2Doppler: Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition.
human-computer-interaction human-activity-recognition human-pose-tracking doppler privacy-preserving-machine-learning
Language:Python 53
mariusbock / dl-for-har
Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the International Symposium on Wearable Computers 21' (ISWC 21')
deep-learning human-activity-recognition
Language:Jupyter Notebook 52
MrinalJain17 / Human-Activity-Recognition
Recognizing human activities using Deep Learning
3d-convolutional-network deep-neural-networks human-activity-recognition video-recognition udacity-machine-learning-nanodegree
Language:Jupyter Notebook 51
sair-lab / KCC
Kernel Cross-Correlator (KCC) for Tracking and Recognition (AAAI 2018)
kernel-cross-correlator visual-tracking human-activity-recognition template-matching correlation-filters aaai2018
Language:MATLAB 49
servomac / Human-Activity-Recognition
Use a LSTM network to predict human activities from sensor signals collected from a smartphone
lstm-neural-networks keras human-activity-recognition
Language:Python 49
tahmidzbr / Human-Activities-Gestures-Recognition-using-Channel-State-Information-CSI-of-IEEE-802.11n
This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices
human-activity-recognition channel-state-information intel-5300 wi-fi machine-learning deep-learning deep-neural-networks signal-processing time-frequency
Language:MATLAB 49
saif-mahmud / self-attention-HAR
[ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"
human-activity-recognition self-attention wearable-sensors
Language:Python 48

human-activity-recognition

PaddlePaddle / PaddleDetection

guillaume-chevalier / LSTM-Human-Activity-Recognition

smellslikeml / ActionAI

markdregan / K-Nearest-Neighbors-with-Dynamic-Time-Warping

aqibsaeed / Human-Activity-Recognition-using-CNN

emadeldeen24 / TS-TCC

mmalekzadeh / motion-sense

guillaume-chevalier / HAR-stacked-residual-bidir-LSTMs

Unity-Technologies / PeopleSansPeople

haoranD / Awesome-Human-Activity-Recognition

quickpose / quickpose-ios-sdk

emadeldeen24 / AdaTime

Retsediv / WIFI_CSI_based_HAR

dolongbien / HumanBehaviorBKU

CV-ZMH / human-action-recognition

OxWearables / ssl-wearables

AlexanderMelde / SPHAR-Dataset

ludlows / CSI-Activity-Recognition

arturjordao / WearableSensorData

ani8897 / Human-Activity-Recognition

iantangc / ContrastiveLearningHAR

xushige / HAR-Dataset-Preprocess

dipakkr / 3d-cnn-action-recognition

markub3327 / HAR-Transformer

tcsvn / activity-assistant

takumiw / Deep-Learning-for-Human-Activity-Recognition

TsingZ0 / FL-IoT

LiangZai-Embedded / HAR-ON-STM32F401C

Aneapiy / Swift-HAR

FIGLAB / Vid2Doppler

mariusbock / dl-for-har

MrinalJain17 / Human-Activity-Recognition

sair-lab / KCC

servomac / Human-Activity-Recognition

tahmidzbr / Human-Activities-Gestures-Recognition-using-Channel-State-Information-CSI-of-IEEE-802.11n

saif-mahmud / self-attention-HAR