3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset.
☆61May 21, 2022Updated 3 years ago
Alternatives and similar repositories for Baseline-with-HAR-datasets
Users that are interested in Baseline-with-HAR-datasets are comparing it to the libraries listed below
Sorting:
- ☆90Jun 16, 2023Updated 2 years ago
- Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggre…☆11Feb 17, 2021Updated 5 years ago
- Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition☆12Feb 20, 2023Updated 3 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 2 years ago
- Human Activity Recognition☆14Nov 14, 2018Updated 7 years ago
- Dateset for MobiAct/MobiFall☆19May 5, 2023Updated 2 years ago
- Transformer for Human Activity Recognition☆77Jan 18, 2023Updated 3 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆74Feb 16, 2023Updated 3 years ago
- This repository provides the codes and data used in our paper "DanHAR: Dual Attention Network For Multimodal Human Activity Recognition U…☆16Mar 18, 2022Updated 3 years ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆18Jul 6, 2023Updated 2 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆62Mar 21, 2025Updated 11 months ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆22Sep 28, 2022Updated 3 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Jul 13, 2021Updated 4 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Feb 21, 2021Updated 5 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆23May 1, 2020Updated 5 years ago
- ☆11Aug 17, 2022Updated 3 years ago
- Code for data processing used for the experiment in paper "Deepsense: a unified deep learning framework for time-series mobile sensing da…☆29Jul 15, 2017Updated 8 years ago
- Attention-Based Convolutional Neural Network for Weakly Labeled Human Activities’ Recognition With Wearable Sensors☆12Jul 21, 2020Updated 5 years ago
- Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022☆13May 9, 2022Updated 3 years ago
- Comparing a transormer GAN and a LSTM GAN for augmenting timeseries datasets☆14Nov 7, 2023Updated 2 years ago
- ☆13Dec 21, 2018Updated 7 years ago
- ☆66Jan 2, 2023Updated 3 years ago
- This repository is an artifact for the paper "CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applica…☆15Jan 6, 2021Updated 5 years ago
- [IEEE JBHI 2021] The convolutional neural networks training with Channel-Selectivity for human activity recognition based on sensors☆15Jul 1, 2021Updated 4 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆76Dec 10, 2024Updated last year
- Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.☆61May 14, 2019Updated 6 years ago
- Open source codes for the paper "GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning"☆15Nov 14, 2022Updated 3 years ago
- A new, short-recorded photoplethysmogram dataset for blood pressure monitoring in China☆24Apr 21, 2018Updated 7 years ago
- ☆75Jul 23, 2023Updated 2 years ago
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17May 23, 2023Updated 2 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40May 22, 2019Updated 6 years ago
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆20Dec 11, 2022Updated 3 years ago
- The official PyTorch Implementation of MetaSense (MetaSense: Few-Shot Adaptation to Untrained Conditions in Deep Mobile Sensing, ACM SenS…☆17Oct 12, 2022Updated 3 years ago
- Public repository for WiFiEye☆30Feb 11, 2024Updated 2 years ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆29Jun 6, 2024Updated last year
- ☆36Jan 20, 2025Updated last year
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆32Jul 25, 2022Updated 3 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Feb 9, 2024Updated 2 years ago
- 1D convolutional neural networks for activity recognition in python.☆29Apr 24, 2020Updated 5 years ago