Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition
☆26Feb 9, 2024Updated 2 years ago
Alternatives and similar repositories for csshar_tfa
Users that are interested in csshar_tfa are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contrastive Learning (SimCLR) for Human Activity Recognition☆82Apr 6, 2021Updated 5 years ago
- The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted…☆15Mar 19, 2024Updated 2 years ago
- ☆10May 30, 2022Updated 4 years ago
- Human activity recognition(LSTM, BidLSTM, BidLSTM+CNN, LSTM+CNN)☆16Mar 6, 2018Updated 8 years ago
- ☆10Feb 14, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [IEEE JBHI 2021] The convolutional neural networks training with Channel-Selectivity for human activity recognition based on sensors☆15Jul 1, 2021Updated 5 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆43Jul 13, 2021Updated 5 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆33Jul 25, 2022Updated 4 years ago
- The thigh-worn accelerometer data processing tool to find physical and sedentary behaviour☆14Apr 17, 2026Updated 5 months ago
- ☆16Jul 2, 2022Updated 4 years ago
- 🏋️ Extract generalizable physiological representations from sensor time-series data with self-supervision (code for CHIL 2021, NeurIPS-W…☆21Sep 7, 2023Updated 3 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆50Mar 30, 2021Updated 5 years ago
- ☆91Jun 16, 2023Updated 3 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆21Feb 20, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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 9 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆32Jan 26, 2021Updated 5 years ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆167Oct 24, 2024Updated last year
- Evaluation code for the PhysioNet Challenge 2024☆12Oct 17, 2025Updated 11 months ago
- Python Software Development Kit (SDK) to process wearable sensor data☆30Sep 30, 2026Updated last week
- Multimodal data loader compatible with pytorch and tensorflow☆12Aug 14, 2024Updated 2 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
- Deep Learning Methods for Identifying Human Postures from Hip-Worn Accelerometer Data☆14Oct 1, 2026Updated last week
- The goal of this repository is to make novel methods for estimating physical activity or energy expenditure from accelerometer data easie…☆13Jan 20, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆12Apr 1, 2023Updated 3 years ago
- Process Accelerometer Data from NHANES 2003-2006☆11Jul 31, 2020Updated 6 years ago
- Functions to analyse compositional data and produce confidence intervals for relative increases and decreases in the compositional compon…☆14Jan 31, 2023Updated 3 years ago
- wearablecompute is an open source Python package containing over 50 data and domain-driven features that can be computed from wearables a…☆21Dec 23, 2020Updated 5 years ago
- Supports epidemiological analyses using compositional exposure variables☆10Oct 10, 2025Updated last year
- R package for extracting actigraphy counts from accelerometer data.☆12Jun 3, 2026Updated 4 months ago
- Human Activity Recognition using LSTM-CNN model on raw data set.☆37Dec 2, 2022Updated 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
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17May 23, 2023Updated 3 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.
- Uses LSTM-based autoencoders to detect abnormal resting heart rate during the coronavirus (SARS-CoV-2) infectious period using the wearab…☆11Jan 22, 2021Updated 5 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆33Oct 20, 2025Updated 11 months ago
- For use in the real-time recording/analysis of physiological data from BIOPAC☆16Aug 9, 2019Updated 7 years ago
- Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition☆12Feb 20, 2023Updated 3 years ago
- A lite BERT-like representation model for IMU sensor data☆141Dec 12, 2025Updated 10 months ago
- MIMS-unit is abbreviated for Monitor Independent Movement Summary unit. This measurement is developed to harmonize the processing of acce…☆14May 13, 2026Updated 4 months ago
- Tutorial notebooks for SciFM24☆11Apr 2, 2024Updated 2 years ago