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:
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆25Feb 21, 2021Updated 5 years ago
- ☆10Feb 14, 2023Updated 3 years ago
- Transformer for Human Activity Recognition☆78Jan 18, 2023Updated 3 years ago
- ☆30Sep 15, 2022Updated 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- Introduction à la science des données sociales☆20Feb 15, 2023Updated 3 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Oct 25, 2021Updated 4 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆23May 1, 2020Updated 6 years ago
- The comparsion methods code☆12Mar 7, 2022Updated 4 years ago
- Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition☆12Feb 20, 2023Updated 3 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
- DGDATA: Deep Generative Domain Adaptation with Temporal Relation Attention Mechanism for Cross-User Activity Recognition☆10Aug 10, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆43Sep 22, 2021Updated 4 years ago
- LSTM-CNN model for Human Activity Recognition☆24Jun 10, 2018Updated 8 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆338Nov 29, 2024Updated last year
- ☆12Dec 11, 2020Updated 5 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆49Aug 5, 2020Updated 6 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆78Dec 10, 2024Updated last year
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆43Jul 13, 2021Updated 5 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆28Oct 15, 2021Updated 4 years ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆17Mar 18, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 🏋️ Extract generalizable physiological representations from sensor time-series data with self-supervision (code for CHIL 2021, NeurIPS-W…☆21Sep 7, 2023Updated 2 years ago
- The MHEALTH (Mobile Health) dataset is devised to benchmark techniques dealing with human behavior analysis based on multimodal body sens…☆26Mar 10, 2021Updated 5 years ago
- ☆67Jan 2, 2023Updated 3 years ago
- Human activity recognition, is a challenging time series classification task. It involves predicting the movement of a person based on se…☆97Aug 27, 2020Updated 5 years ago
- Detecting sleep/awake state using wrist-worn accelerometer data☆11Feb 14, 2019Updated 7 years ago
- Four Federated learning datasets for Human Activity Recognition☆57Jul 8, 2023Updated 3 years ago
- ☆17Oct 19, 2023Updated 2 years ago
- ☆41Sep 14, 2017Updated 8 years ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆27Nov 27, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆19Apr 13, 2025Updated last year
- Pytorch codebase for Capturing label characteristics in VAEs☆13May 1, 2021Updated 5 years ago
- ☆12Jan 23, 2024Updated 2 years ago
- The PyTorch implementation of our paper 'Triple Spectral Fusion For Sensor-based Human Activity Recognition'☆16Jun 23, 2026Updated last month
- ☆82Aug 24, 2023Updated 2 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆81Apr 6, 2021Updated 5 years ago
- MIMS-unit is abbreviated for Monitor Independent Movement Summary unit. This measurement is developed to harmonize the processing of acce…☆14May 13, 2026Updated 3 months ago