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.
☆104Oct 11, 2019Updated 6 years ago
Alternatives and similar repositories for WearableSensorData
Users that are interested in WearableSensorData are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆24Feb 21, 2021Updated 5 years ago
- Detecting sleep/awake state using wrist-worn accelerometer data☆11Feb 14, 2019Updated 7 years ago
- Encoding human activity by considering salient sensors and time points.☆42Mar 24, 2023Updated 3 years ago
- Ensembles of Deep LSTM Learners for Human Activity Recognition using Wearables in Pytorch☆15May 22, 2019Updated 6 years ago
- This github is an implementation for accepted manuscript titled Human Activity Recognition using Wearable Sensors: Review, Challenges, Ev…☆17Mar 19, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers☆290Jun 3, 2018Updated 7 years ago
- MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and …☆363Oct 19, 2021Updated 4 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Oct 25, 2021Updated 4 years ago
- Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the…☆99Jun 22, 2017Updated 8 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Jul 13, 2021Updated 4 years ago
- Code for data processing used for the experiment in paper "Deepsense: a unified deep learning framework for time-series mobile sensing da…☆29Jul 15, 2017Updated 8 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆47Aug 5, 2020Updated 5 years ago
- The VALIDATION ACCURACY is BEST on KAGGLE. Artificial Neural Network with a validation accuracy of 97.98 % and a precision of 95% was ach…☆85Oct 2, 2018Updated 7 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40May 22, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MATLAB implementation of gait cycle validation and segmentation using inertial sensors.☆18Jun 11, 2021Updated 4 years ago
- Implementation code and parameters of the CNN-IMU presented in the Journal "Convolutional Neural Networks for Human Activity Recognition …☆33Aug 14, 2019Updated 6 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆43Apr 3, 2025Updated 11 months ago
- DeepConvLSTM implemented in python 3 and pytorch☆28Oct 15, 2021Updated 4 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆74Feb 16, 2023Updated 3 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆331Nov 29, 2024Updated last year
- Use a LSTM network to predict human activities from sensor signals collected from a smartphone☆52Jul 16, 2022Updated 3 years ago
- Transformer for Human Activity Recognition☆77Jan 18, 2023Updated 3 years ago
- Smart Surveillance Interest Group Library☆16Sep 19, 2017Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up an…☆107Nov 25, 2020Updated 5 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆76Dec 10, 2024Updated last year
- Code for the technical report on the ActiLife counts algorithm.☆43Mar 11, 2025Updated last year
- TensorFlow implementation of Sensors 2018 paper: Divide and Conquer-based 1D CNN Human Activity Recognition Using Test Data Sharpening☆12Sep 28, 2018Updated 7 years ago
- CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors☆26Jun 2, 2022Updated 3 years ago
- Resources about activity recognition-行为识别资料☆932Aug 20, 2019Updated 6 years ago
- Official implementation of "IDOL: Inertial Deep Orientation-estimation & Localization." AAAI 2021.☆61Feb 2, 2021Updated 5 years ago
- Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022☆13May 9, 2022Updated 3 years ago
- ☆38Feb 23, 2017Updated 9 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)☆233Oct 26, 2021Updated 4 years ago
- ☆11Sep 20, 2025Updated 6 months ago
- ☆10Feb 14, 2023Updated 3 years ago
- ☆11Aug 17, 2022Updated 3 years ago
- Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement among…☆3,548Nov 6, 2022Updated 3 years ago
- Package for analyzing human motion data (e.g. PA, gait)☆93May 18, 2025Updated 10 months ago
- Code for AAAI paper "Two-Stream Convolution Augmented Transformer for Human Activity Recognition"☆120Feb 1, 2021Updated 5 years ago