zhezh / DeepSense
Deepsense: a unified deep learning framework for time-series mobile sensing data processing.
☆7Updated 5 years ago
Alternatives and similar repositories for DeepSense:
Users that are interested in DeepSense are comparing it to the libraries listed below
- ☆8Updated 5 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 3 years ago
- ☆58Updated 2 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆37Updated 3 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆24Updated 3 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆72Updated 3 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆38Updated 3 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆20Updated 4 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆24Updated 2 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Updated 2 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
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆46Updated 3 years ago
- Encoding human activity by considering salient sensors and time points.☆40Updated last year
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆28Updated 3 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆21Updated 11 months ago
- A repository for unified analysis of accelerometer-based human activity recognition.☆35Updated last year
- 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
- Official implementation of SWL-Adapt.☆14Updated last year
- Source code for paper: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification☆19Updated 3 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆45Updated 4 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆17Updated 10 months ago
- ☆8Updated 4 years ago
- Ensembles of Deep LSTM Learners for Human Activity Recognition using Wearables in Pytorch☆13Updated 5 years ago
- ☆13Updated 2 years ago
- This repository provides the codes and data used in our paper "DanHAR: Dual Attention Network For Multimodal Human Activity Recognition U…☆16Updated 2 years ago
- Offering recent HAR papers collection☆25Updated 2 years ago
- ☆19Updated 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
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆53Updated last month