Topic: human-activity-recognition Goto Github

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alexandermelde / sphar-dataset
human-activity-recognition,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.
User: alexandermelde
action-recognition human-activity-recognition surveillance-systems dataset cctv-detection cctv machine-learning artificial-intelligence human-action-recognition video-classification

aneapiy / swift-har
human-activity-recognition,Human activity recognition on iOS using Swift, CoreMotion, and NeuralNet.
User: aneapiy
human-activity-recognition swift neural-network coremotion machine-learning

ani8897 / human-activity-recognition
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.
User: ani8897
human-activity-recognition machine-learning downsampling-data accelerometer gyroscope sensor-data lstm-neural-networks rnn keras-neural-networks scikit-learn

aqibsaeed / human-activity-recognition-using-cnn
human-activity-recognition,Convolutional Neural Network for Human Activity Recognition in Tensorflow
User: aqibsaeed
human-activity-recognition convolutional-neural-networks deep-learning tensorflow cnn notebook android

arturjordao / wearablesensordata
human-activity-recognition,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.
User: arturjordao
wearable-devices sensor-data human-activity-recognition state-of-the-art benchmark-framework

bartkowiaktomasz / har-wisdm-lstm-rnns
human-activity-recognition,Human Activity Recognition on the Wireless Sensor Data Mining (WISDM) dataset using LSTM Recurrent Neural Networks
User: bartkowiaktomasz
human-activity-recognition lstm neural-networks machine-learning data-science

cv-zmh / human-action-recognition
human-activity-recognition,Multi Person Skeleton Based Action Recognition and Tracking
User: cv-zmh
pose-estimation human-activity-recognition deepsort action-classifier deep-learning tracking

cynicphoenix / human-action-recognition
human-activity-recognition,Computer Vision Project : Action Recognition on UCF101 Dataset
User: cynicphoenix
inceptionv3 rnn cnn human-activity-recognition human-action-recognition lstm ucf101

danielelic / deep-casas
human-activity-recognition,Deep learning and LSTM approaches for human activity recognition
User: danielelic
smarthome human-activity-recognition deep-learning lstm keras tensorflow

dipakkr / 3d-cnn-action-recognition
human-activity-recognition,Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.
User: dipakkr
human-activity-recognition action-recognition 3d-convnet convolutional-neural-networks keras tensorflow

dolongbien / humanbehaviorbku
human-activity-recognition,Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
User: dolongbien
deep-learning abnormal-behavior-detection road-accident-detection 3d-convolutional-network multiple-instance-learning theano keras caffe road-accident-dataset django-application

emadeldeen24 / adatime
human-activity-recognition,[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
User: emadeldeen24
deep-learning pytorch domain-adaptation time-series eeg sleep-stage-classification human-activity-recognition transfer-learning unsupervised-domain-adaptation cdan

emadeldeen24 / ts-tcc
human-activity-recognition,[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
User: emadeldeen24
unsupervised-learning deep-learning contrastive-learning temporal contextual time-series eeg fault-diagnosis epilepsy epileptic-seizures

event-ahu / hardvs
human-activity-recognition,[AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
Organization: event-ahu
deep-learning dynamic-vision-sensors event-camera human-action-recognition human-activity-recognition spatiotemporal-features transformer

figlab / vid2doppler
human-activity-recognition,This is the research repository for Vid2Doppler: Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition.
Organization: figlab
human-computer-interaction human-activity-recognition human-pose-tracking doppler privacy-preserving-machine-learning

guillaume-chevalier / har-stacked-residual-bidir-lstms
human-activity-recognition,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.
User: guillaume-chevalier
Home Page: https://arxiv.org/abs/1708.08989
tensorflow lstm rnn stacked-layers residual-layers residual-lstm-cells bidirectional-lstm-cells human-activity-recognition

guillaume-chevalier / lstm-human-activity-recognition
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
User: guillaume-chevalier
machine-learning deep-learning lstm human-activity-recognition neural-network rnn recurrent-neural-networks tensorflow activity-recognition

haorand / awesome-human-activity-recognition
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.
User: haorand
human-activity-recognition ubicomp paper recognition activity-recognition ubiquitous-computing deeplearning pattern-recognition signal-analysis awasome

hyun-ryu / simpsi
human-activity-recognition,Official code for "SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation", AAAI 2024.
User: hyun-ryu
Home Page: https://arxiv.org/abs/2312.05790
data-augmentation human-activity-recognition sleep-stage-classification time-series time-series-classification

iantangc / contrastivelearninghar
human-activity-recognition,Contrastive Learning (SimCLR) for Human Activity Recognition
User: iantangc
python human-activity-recognition har contrastive-learning semi-supervised-learning time-series tensorflow simclr mobile-sensing

iantangc / selfhar
human-activity-recognition,Improving Human Activity Recognition through Self-training with Unlabeled Data
User: iantangc
har semi-supervised-learning unlabeled-data human-activity-recognition mobile-sensing self-training self-supervised-learning sensor-data deep-learning

itssiddharth / human_activity_recognition
human-activity-recognition,A new and computationally cheap method to perform human activity recognition using PoseNet and LSTM. Where we use PoseNet for Preprocessing and LSTM for understand the sequence.
User: itssiddharth
human-activity-recognition har video-action-recognition time-series lstm-neural-networks deep-neural-networks lite

liangzai-embedded / har-on-stm32f401c
human-activity-recognition,使用卷积神经网络在STM32F401C-DISCO上实现人体活动识别
User: liangzai-embedded
stm32 accelerometer cnn human-activity-recognition

ludlows / csi-activity-recognition
human-activity-recognition,Human Activity Recognition using Channel State Information
User: ludlows
Home Page: https://github.com/ludlows/CSI-Activity-Recognition
channel-state-information deep-learning human-activity-recognition tensorflow wifi

lukashedegaard / co3d
human-activity-recognition,Official source code for "Continual 3D Convolutional Neural Networks for Real-time Processing of Videos" [ECCV2022]
User: lukashedegaard
convolutional-neural-networks pytorch deep-learning cnn human-activity-recognition 3d-cnn continual-inference

mariusbock / dl-for-har
human-activity-recognition,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')
User: mariusbock
Home Page: https://doi.org/10.1145/3460421.3480419
deep-learning human-activity-recognition

markdregan / k-nearest-neighbors-with-dynamic-time-warping
human-activity-recognition,Python implementation of KNN and DTW classification algorithm
User: markdregan
machine-learning timeseries classification-algorithm human-activity-recognition nearest-neighbors dynamic-programming dynamic-time-warping

markub3327 / har-transformer
human-activity-recognition,Transformer for Human Activity Recognition
User: markub3327
artificial-intelligence classification deep-learning human-activity-recognition machine-learning tensorflow transformer

mmalekzadeh / dana
human-activity-recognition,DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)
User: mmalekzadeh
Home Page: https://arxiv.org/abs/2008.02397
deep-learning time-series sensor activity-recognition neural-networks deep-neural-networks adaptive-learning human-activity-recognition sensor-data accelerometer

mmalekzadeh / motion-sense
human-activity-recognition,MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)
User: mmalekzadeh
Home Page: https://www.sciencedirect.com/science/article/pii/S1574119220300201
sensor acclerometer gyroscope motionsensor time-series smartphone dataset human-activity-recognition activity-recognition deep-learning

mrinaljain17 / human-activity-recognition
human-activity-recognition,Recognizing human activities using Deep Learning
User: mrinaljain17
3d-convolutional-network deep-neural-networks human-activity-recognition video-recognition udacity-machine-learning-nanodegree

ni79ls / har-keras-coreml
human-activity-recognition,Jupyter Notebook for Human Activity Recognition (HAR) with Keras and CoreML
User: ni79ls
keras coreml-keras har human-activity-recognition neural-network tutorial tensorflow ios coreml machine-learning

oxwearables / ssl-wearables
human-activity-recognition,Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
Organization: oxwearables
Home Page: https://oxwearables.github.io/ssl-wearables/
accelerometer deep-learning human-activity-recognition self-supervised-learning wearable foundation-models pytorch

paddlepaddle / paddledetection
human-activity-recognition,Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Organization: paddlepaddle
object-detection instance-segmentation faster-rcnn mask-rcnn yolov3 blazeface face-detection fcos pp-yolo fairmot

quickpose / quickpose-ios-sdk
human-activity-recognition,Quickly add MediaPipe Pose Estimation and Detection to your iOS app. Enable powerful features in your app powered by the body or hand.
Organization: quickpose
Home Page: https://docs.quickpose.ai/docs/MobileSDK
ai blazepose ios mediapipe pose-detection pose-estimation swift hand-detection full-body-tracking human-activity-recognition

retsediv / wifi_csi_based_har
human-activity-recognition,Human Activity Recognition based on WiFi Channel State Information
User: retsediv
human-activity-recognition csi channel-state-information wifi deep-learning har

rh20624 / awesome-imu-sensing
human-activity-recognition,A collection of datasets, papers, and resources for IMU sensing.
User: rh20624
accelerometer human-activity-recognition imu-data imu-sensor mobile-sensing embodied-ai human-behavior-modeling

saif-mahmud / self-attention-har
human-activity-recognition,[ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"
User: saif-mahmud
Home Page: https://ebooks.iospress.nl/publication/55031
human-activity-recognition wearable-sensors self-attention

sair-lab / kcc
human-activity-recognition,Kernel Cross-Correlator (KCC) for Tracking and Recognition (AAAI 2018)
Organization: sair-lab
kernel-cross-correlator visual-tracking human-activity-recognition template-matching correlation-filters aaai2018

servomac / human-activity-recognition
human-activity-recognition,Use a LSTM network to predict human activities from sensor signals collected from a smartphone
User: servomac
lstm-neural-networks keras human-activity-recognition

smellslikeml / actionai
human-activity-recognition,Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints
User: smellslikeml
Home Page: https://www.hackster.io/actionai/actionai-custom-tracking-multiperson-activity-recognition-fa5cb5
machinelearning scikit-learn tensorflow2 pose-estimation classifier human-activity-recognition human-action-recognition jetson-nano edgetpu raspberry-pi

tahmidzbr / human-activities-gestures-recognition-using-channel-state-information-csi-of-ieee-802.11n
human-activity-recognition,This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices
User: tahmidzbr
human-activity-recognition channel-state-information intel-5300 wi-fi machine-learning deep-learning deep-neural-networks signal-processing time-frequency

takumiw / deep-learning-for-human-activity-recognition
human-activity-recognition,Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).
User: takumiw
Home Page: http://archive.ics.uci.edu/ml/datasets/Smartphone-Based+Recognition+of+Human+Activities+and+Postural+Transitions
deep-learning machine-learning convolutional-neural-network keras human-activity-recognition lightgbm deep-conv-lstm stacked-denoising-autoencoder uci-smartphone-dataset

tcsvn / activity-assistant
human-activity-recognition,Activity Assistant provides a platform for logging, evaluating and predicting Activities of Daily Living for Home Assistant.
User: tcsvn
adls activity-assistant home-assistant homeassistant home-assistant-addons smarthome smart-home machine-learning django-rest-framework django

tsingz0 / fl-iot
human-activity-recognition,This is a platform containing the datasets and federated learning algorithms in IoT environments.
User: tsingz0
communication differential-privacy distributed-systems federated-learning heterogeneity human-activity-recognition iot machine-learning personalization platform

unity-technologies / anthronet
human-activity-recognition,Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
Organization: unity-technologies
Home Page: https://unity-technologies.github.io/AnthroNet/
owner-ai applied-machine-learning applied-ml-research computer-graphics computer-vision computervision deep-learning deep-neural-networks human-activity-recognition human-centric-ml human-pose-estimation synthetic-data synthetic-data-generation synthetic-dataset-generation unity3d billing-7054

unity-technologies / peoplesanspeople
human-activity-recognition,Unity's privacy-preserving human-centric synthetic data generator
Organization: unity-technologies
Home Page: https://unity-technologies.github.io/PeopleSansPeople/
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

xcyan / eccv18_mtvae
human-activity-recognition,Tensorflow Implementation of ECCV'18 paper: Multimodal Human Motion Synthesis
User: xcyan
Home Page: https://github.com/xcyan/eccv18_mtvae
tensorflow generative-model variational-autoencoder sequence-to-sequence human-activity-recognition

xushige / har-dataset-preprocess
human-activity-recognition,
User: xushige
cnn deep-learning human-activity-recognition preprocessing resnet sliding-windows transformer

youpengl / fedchar
human-activity-recognition,[UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition
User: youpengl
clustering fairness federated-learning human-activity-recognition poisoning-attack robustness