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.
☆337Nov 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…☆77Dec 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
- 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.
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆43Sep 22, 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
- ☆10Feb 14, 2023Updated 3 years ago
- [IEEE JBHI 2021] The convolutional neural networks training with Channel-Selectivity for human activity recognition based on sensors☆15Jul 1, 2021Updated 4 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Oct 25, 2021Updated 4 years ago
- ☆67Jan 2, 2023Updated 3 years ago
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 3 years ago
- A collection of datasets, papers, and resources for Generalizable Human Activity Recognition and IMU sensing.☆195Jun 7, 2026Updated last week
- This project aims to classify human activities using data obtained from accelerometer and gyroscope sensors from phone and watch.☆128Dec 21, 2024Updated last year
- 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.
- MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and …☆364Oct 19, 2021Updated 4 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆31Jan 26, 2021Updated 5 years ago
- A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)☆233Oct 26, 2021Updated 4 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆25Feb 21, 2021Updated 5 years ago
- A lite BERT-like representation model for IMU sensor data☆137Dec 12, 2025Updated 6 months ago
- ☆50Feb 5, 2026Updated 4 months 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
- Data Analysis and Machine Learning on Physical monitoring data☆16Nov 14, 2019Updated 6 years ago
- ☆15Mar 8, 2024Updated 2 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.
- The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted…☆13Mar 19, 2024Updated 2 years ago
- Using Machine Learning to determine Human Activity using data from 6 d.o.f. IMU sensor.☆19Apr 14, 2020Updated 6 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
- Offering recent HAR papers collection☆26Jan 22, 2022Updated 4 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆33Jul 25, 2022Updated 3 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 6 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆49Aug 5, 2020Updated 5 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
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Feb 9, 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.
- Contrastive Learning (SimCLR) for Human Activity Recognition☆80Apr 6, 2021Updated 5 years ago
- Code for the paper, SAMoSA - Sensing Activities with Motion and Sub-sampled Audio☆19Jan 24, 2023Updated 3 years ago
- A repository for unified analysis of accelerometer-based human activity recognition.☆41Feb 10, 2023Updated 3 years ago
- Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers☆290Jun 3, 2018Updated 8 years ago
- ☆41Sep 14, 2017Updated 8 years ago
- Human Activity Recognition using LSTM-CNN model on raw data set.☆38Dec 2, 2022Updated 3 years ago
- Public WiFi Dataset☆17Jan 23, 2024Updated 2 years ago