haoranD / Awesome-Human-Activity-Recognition
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.
☆244Updated last month
Related projects: ⓘ
- Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the Internatio…☆49Updated last year
- Transformer for Human Activity Recognition☆59Updated last year
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆44Updated 2 weeks ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆50Updated 2 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆46Updated 3 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆39Updated 5 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆29Updated last year
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆21Updated 7 months ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆69Updated 3 years ago
- ☆63Updated last year
- DeepConvLSTM implemented in python 3 and pytorch☆24Updated 2 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆25Updated 3 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆44Updated 4 years ago
- Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition☆11Updated last year
- Intertial-based Human Activity Recognition with Transformers☆59Updated 3 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆96Updated 4 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆46Updated 2 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆22Updated 3 years ago
- The MHEALTH (Mobile Health) dataset is devised to benchmark techniques dealing with human behavior analysis based on multimodal body sens…☆15Updated 3 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆18Updated 4 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆24Updated last year
- ☆8Updated 5 years ago
- Data Analysis and Machine Learning on Physical monitoring data☆15Updated 4 years ago
- Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.☆54Updated 5 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆103Updated 7 months ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆62Updated last year
- Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022☆13Updated 2 years ago
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆15Updated last year
- ☆18Updated 2 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆21Updated 3 weeks ago