G0rav / Human_Activity_RecognitionLinks
The MHEALTH (Mobile Health) dataset is devised to benchmark techniques dealing with human behavior analysis based on multimodal body sensing.
☆20Updated 4 years ago
Alternatives and similar repositories for Human_Activity_Recognition
Users that are interested in Human_Activity_Recognition are comparing it to the libraries listed below
Sorting:
- Transformer for Human Activity Recognition☆74Updated 2 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 5 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆312Updated 9 months ago
- Source code for the Gait Recognition using LSTM, presented in the paper "Multi-model Long Short-term Memory Network for Gait Recognition …☆18Updated 3 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- An implementation of the CNN-LSTM model for Classifying Time Series Human Activities☆25Updated 4 years ago
- Human Activity Recognition Project on UCI-HAR dataset. This model predicts human activities such as Walking, Walking_Upstairs, Walking_Do…☆14Updated 5 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆102Updated 5 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆57Updated 3 years ago
- ☆41Updated 7 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆59Updated 5 months ago
- ☆83Updated 2 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆42Updated 4 months ago
- CNN, LSTM, CNN+LSTM for human activity recongnition on WISDM dataset(smartphone dataset)☆20Updated 7 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆27Updated 3 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Updated last year
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆70Updated 2 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆36Updated 3 years ago
- Encoding human activity by considering salient sensors and time points.☆41Updated 2 years ago
- ☆11Updated 3 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆68Updated 8 months ago
- Human activity recognition, is a challenging time series classification task. It involves predicting the movement of a person based on se…☆84Updated 5 years ago
- Multimodal Dataset of Freezing of Gait in Parkinson's Disease☆51Updated 2 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Updated 6 years ago
- GANs for generating EMG signals☆89Updated 5 years ago
- Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.☆60Updated 6 years ago
- This repository provides the codes and data used in our paper "DanHAR: Dual Attention Network For Multimodal Human Activity Recognition U…☆16Updated 3 years ago