diheal / resamplingLinks
Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition
☆11Updated 2 years ago
Alternatives and similar repositories for resampling
Users that are interested in resampling are comparing it to the libraries listed below
Sorting:
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆55Updated 3 years ago
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17Updated 2 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- ☆12Updated 4 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆30Updated 2 years ago
- ☆80Updated 2 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆21Updated 5 years ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆17Updated 2 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 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
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆25Updated last year
- ☆11Updated 2 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆30Updated 4 years ago
- The source code and collected data for the Meta-HAR (WWW 2021) paper.☆33Updated 3 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆38Updated 3 years ago
- Encoding human activity by considering salient sensors and time points.☆40Updated 2 years ago
- ☆63Updated 2 years ago
- ☆40Updated 7 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- CAPTURE-24: Human activity recognition with activity trackers☆42Updated 7 months ago
- Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the Internatio…☆57Updated 3 months ago
- ☆8Updated 5 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 3 years ago
- Transformer for Human Activity Recognition☆72Updated 2 years ago
- Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.☆59Updated 6 years ago
- ☆9Updated 6 years ago
- ☆16Updated 3 years ago