Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)
☆63Mar 21, 2025Updated last year
Alternatives and similar repositories for dl-for-har
Users that are interested in dl-for-har are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆30Sep 15, 2022Updated 4 years ago
- Transformer for Human Activity Recognition☆78Jan 18, 2023Updated 3 years ago
- This repository is an artifact for the paper "CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applica…☆15Jan 6, 2021Updated 5 years ago
- Repo for MobiCom 2022 paper: " Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition ".☆57Apr 4, 2023Updated 3 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆43Sep 22, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆74Feb 16, 2023Updated 3 years ago
- Code for the paper "Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation", Buffelli D., Vandin F.,…☆19Jan 14, 2022Updated 4 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆48Oct 25, 2021Updated 5 years ago
- The comparsion methods code☆12Mar 7, 2022Updated 4 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆43Jul 13, 2021Updated 5 years ago
- Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition☆12Feb 20, 2023Updated 3 years ago
- Generate virtual IMU data from text using LLMs and motion synthesis (ISWC 2023 Best Paper Honorable Mention; IMWUT 2024)☆51Oct 28, 2026Updated last week
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 3 years ago
- ☆12Dec 11, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- LSTM-CNN model for Human Activity Recognition☆24Jun 10, 2018Updated 8 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆49Aug 5, 2020Updated 6 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆341Nov 29, 2024Updated last year
- Human Activity Recognition using LSTM-CNN model on raw data set.☆37Dec 2, 2022Updated 3 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆61May 21, 2022Updated 4 years ago
- Baseline Classifiers for the Human Activity Recognition with Mobile Sensors Project☆13Feb 16, 2015Updated 11 years ago
- Intertial-based Human Activity Recognition with Transformers☆96Jun 18, 2026Updated 4 months ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆79Dec 10, 2024Updated last year
- ☆11Sep 20, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- DeepConvLSTM implemented in python 3 and pytorch☆28Oct 15, 2021Updated 5 years ago
- Repository for IMUTube system☆12Jul 3, 2024Updated 2 years ago
- This project aims to classify human activities using data obtained from accelerometer and gyroscope sensors from phone and watch.☆131Dec 21, 2024Updated last year
- The MHEALTH (Mobile Health) dataset is devised to benchmark techniques dealing with human behavior analysis based on multimodal body sens…☆28Mar 10, 2021Updated 5 years ago
- OpenPack Dataset: a new large-scale multi modal dataset of manual packaging process.☆12Apr 21, 2024Updated 2 years ago
- Detecting sleep/awake state using wrist-worn accelerometer data☆11Feb 14, 2019Updated 7 years ago
- A collection of MATLAB functions and scripts for spatial acoustic signal processing.☆11Sep 14, 2025Updated last year
- ☆41Sep 14, 2017Updated 9 years ago
- ☆38Feb 23, 2017Updated 9 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆10Jun 6, 2024Updated 2 years ago
- The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted…☆14Mar 19, 2024Updated 2 years ago
- ☆20Apr 13, 2025Updated last year
- MIMS-unit is abbreviated for Monitor Independent Movement Summary unit. This measurement is developed to harmonize the processing of acce…☆14May 13, 2026Updated 5 months ago
- This repository provides the codes and data used in our paper "DanHAR: Dual Attention Network For Multimodal Human Activity Recognition U…☆18Mar 18, 2022Updated 4 years ago
- The PyTorch implementation of our paper 'Triple Spectral Fusion For Sensor-based Human Activity Recognition'☆18Jun 23, 2026Updated 4 months ago
- Deep learning framework for multimodal sensor fusion.☆13Aug 21, 2017Updated 9 years ago