jchiang2 / Human-Activity-RecognitionLinks
Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.
☆59Updated 6 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:
- Encoding human activity by considering salient sensors and time points.☆41Updated 2 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆69Updated 2 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 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
- Transformer for Human Activity Recognition☆74Updated 2 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆17Updated 2 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆30Updated 4 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 5 years ago
- An implementation of the CNN-LSTM model for Classifying Time Series Human Activities☆25Updated 4 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17Updated 2 years ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆17Updated 5 years ago
- Ensembles of Deep LSTM Learners for Human Activity Recognition using Wearables in Pytorch☆14Updated 6 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆21Updated 5 years ago
- ☆9Updated 6 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆27Updated 3 years ago
- LSTM-CNN model for Human Activity Recognition☆23Updated 7 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
- Use a LSTM network to predict human activities from sensor signals collected from a smartphone☆51Updated 3 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 3 years ago
- CNN, LSTM, CNN+LSTM for human activity recongnition on WISDM dataset(smartphone dataset)☆20Updated 6 years ago
- Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022☆13Updated 3 years ago
- ☆41Updated 7 years ago
- Human activity recognition, is a challenging time series classification task. It involves predicting the movement of a person based on se…☆84Updated 4 years ago
- A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)☆229Updated 3 years ago
- ☆8Updated 5 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆118Updated last year