dapowan / LIMU-BERT-Public
A lite BERT-like representation model for IMU sensor data
☆101Updated last year
Alternatives and similar repositories for LIMU-BERT-Public:
Users that are interested in LIMU-BERT-Public are comparing it to the libraries listed below
- Intertial-based Human Activity Recognition with Transformers☆73Updated 4 years ago
- ☆40Updated 5 months ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆54Updated 2 years ago
- A collection of datasets, papers, and resources for IMU sensing.☆55Updated 3 weeks ago
- ☆14Updated 2 years ago
- Repo for MobiCom 2022 paper: " Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition ".☆49Updated 2 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆38Updated 3 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆40Updated 3 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
- Contrastive Learning (SimCLR) for Human Activity Recognition☆74Updated 4 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆28Updated 2 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆29Updated 4 years ago
- Repository for IMUTube system☆11Updated 10 months ago
- CAPTURE-24: Human activity recognition with activity trackers☆36Updated 5 months ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆16Updated 5 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆34Updated last month
- ☆11Updated 2 years ago
- ☆60Updated 2 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆59Updated 5 months ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆45Updated 3 years ago
- ☆19Updated 2 years ago
- ☆9Updated 6 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- ☆11Updated 2 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆39Updated 5 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆24Updated last year
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the Internatio…☆54Updated last month
- The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted…☆10Updated last year
- 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