mariusbock / dl-for-har
Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the International Symposium on Wearable Computers 21' (ISWC 21')
☆51Updated 4 months ago
Alternatives and similar repositories for dl-for-har:
Users that are interested in dl-for-har are comparing it to the libraries listed below
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- Transformer for Human Activity Recognition☆70Updated 2 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆57Updated 3 months ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Updated 2 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 3 years ago
- ☆20Updated 2 years ago
- ☆8Updated 6 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆39Updated 5 years ago
- Code for the paper "Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation", Buffelli D., Vandin F.,…☆18Updated 3 years ago
- CAPTURE-24: Human activity recognition with activity trackers☆30Updated 3 months ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆75Updated 3 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆20Updated 4 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆51Updated 2 years ago
- Encoding human activity by considering salient sensors and time points.☆40Updated last year
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆40Updated 3 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆23Updated last year
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆45Updated 3 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆33Updated last year
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆100Updated 5 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆286Updated 3 months ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆46Updated 4 years ago
- ☆11Updated 2 years ago
- Intertial-based Human Activity Recognition with Transformers☆71Updated 3 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆28Updated 2 months ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆121Updated 4 months ago
- Data Analysis and Machine Learning on Physical monitoring data☆15Updated 5 years ago
- RanaMostafaAbdElMohsen / Human_Activity_Recognition_using_Wearable_Sensors_Review_Challenges_Evaluation_BenchmarkThis github is an implementation for accepted manuscript titled Human Activity Recognition using Wearable Sensors: Review, Challenges, Ev…☆17Updated 3 years ago
- Repository for IMUTube system☆11Updated 8 months ago