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.☆40Updated 2 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆67Updated 2 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆103Updated 5 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 4 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- Transformer for Human Activity Recognition☆72Updated 2 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- ☆40Updated 7 years ago
- Human activity recognition, is a challenging time series classification task. It involves predicting the movement of a person based on se…☆81Updated 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
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆21Updated 5 years ago
- ☆9Updated 6 years ago
- An implementation of the CNN-LSTM model for Classifying Time Series Human Activities☆25Updated 4 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- CNN, LSTM, CNN+LSTM for human activity recongnition on WISDM dataset(smartphone dataset)☆20Updated 6 years ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆16Updated 5 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
- 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
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆117Updated last year
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17Updated 2 years ago
- Ensembles of Deep LSTM Learners for Human Activity Recognition using Wearables in Pytorch☆13Updated 6 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆30Updated 4 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆307Updated 7 months ago
- Source code for the Gait Recognition using LSTM, presented in the paper "Multi-model Long Short-term Memory Network for Gait Recognition …☆17Updated 3 years ago
- Explanation of 1D CNN☆58Updated 6 years ago
- deadskull7 / Human-Activity-Recognition-with-Neural-Network-using-Gyroscopic-and-Accelerometer-variablesThe VALIDATION ACCURACY is BEST on KAGGLE. Artificial Neural Network with a validation accuracy of 97.98 % and a precision of 95% was ach…☆84Updated 6 years ago
- pytorch code of multi scale 1d resnet, we hope it will help your research☆221Updated 4 years ago