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.
☆340Nov 29, 2024Updated last year
Alternatives and similar repositories for Awesome-Human-Activity-Recognition
Users that are interested in Awesome-Human-Activity-Recognition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Transformer for Human Activity Recognition☆78Jan 18, 2023Updated 3 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆44Apr 3, 2025Updated last year
- 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
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆79Dec 10, 2024Updated last year
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆50Mar 30, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A collection of datasets, papers, and resources for Generalizable Human Activity Recognition and IMU sensing.☆212Oct 4, 2026Updated 2 weeks ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆74Feb 16, 2023Updated 3 years ago
- ☆91Jun 16, 2023Updated 3 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆24Sep 28, 2022Updated 4 years ago
- [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
- Generate virtual IMU data from text using LLMs and motion synthesis (ISWC 2023 Best Paper Honorable Mention; IMWUT 2024)☆49Oct 9, 2026Updated last week
- ☆67Jan 2, 2023Updated 3 years ago
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 3 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.
- ☆22Jun 3, 2024Updated 2 years ago
- This project aims to classify human activities using data obtained from accelerometer and gyroscope sensors from phone and watch.☆129Dec 21, 2024Updated last year
- MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and …☆368Oct 19, 2021Updated 4 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Sep 11, 2022Updated 4 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆32Jan 26, 2021Updated 5 years ago
- A lite BERT-like representation model for IMU sensor data☆141Dec 12, 2025Updated 10 months ago
- ☆16Jul 2, 2022Updated 4 years ago
- Data Analysis and Machine Learning on Physical monitoring data☆19Nov 14, 2019Updated 6 years ago
- The official PyTorch Implementation of MetaSense (MetaSense: Few-Shot Adaptation to Untrained Conditions in Deep Mobile Sensing, ACM SenS…☆17Oct 12, 2022Updated 4 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.
- Using Machine Learning to determine Human Activity using data from 6 d.o.f. IMU sensor.☆19Apr 14, 2020Updated 6 years ago
- ☆15Mar 8, 2024Updated 2 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
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆63Mar 21, 2025Updated last year
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆17Mar 18, 2020Updated 6 years ago
- Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type …☆322Nov 6, 2022Updated 3 years ago
- [IMWUT/UbiComp 2024] Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition☆25Oct 28, 2023Updated 2 years ago
- A research project of applying deep learning models and data fusion algorithms on Human Activity Recognition(HAR)/Activities of Daily Liv…☆23Feb 4, 2021Updated 5 years ago
- Offering recent HAR papers collection☆26Jan 22, 2022Updated 4 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.
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆33Jul 25, 2022Updated 4 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆104Oct 11, 2019Updated 7 years ago
- DGDATA: Deep Generative Domain Adaptation with Temporal Relation Attention Mechanism for Cross-User Activity Recognition☆10Aug 10, 2024Updated 2 years ago
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17May 23, 2023Updated 3 years ago
- Code for the paper, SAMoSA - Sensing Activities with Motion and Sub-sampled Audio☆21Jan 24, 2023Updated 3 years ago
- A repository for unified analysis of accelerometer-based human activity recognition.☆40Feb 10, 2023Updated 3 years ago
- Human Activity Recognition using LSTM-CNN model on raw data set.☆37Dec 2, 2022Updated 3 years ago