Tanny1810 / Human-Activity-Recognition-LSTM-CNNLinks
Human Activity Recognition using LSTM-CNN model on raw data set.
☆35Updated 2 years ago
Alternatives and similar repositories for Human-Activity-Recognition-LSTM-CNN
Users that are interested in Human-Activity-Recognition-LSTM-CNN are comparing it to the libraries listed below
Sorting:
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆42Updated 3 months ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- Transformer for Human Activity Recognition☆72Updated 2 years ago
- The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted…☆11Updated last year
- CNN, LSTM, CNN+LSTM for human activity recongnition on WISDM dataset(smartphone dataset)☆20Updated 6 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 4 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆66Updated 7 months ago
- [IEEE JBHI 2021] The convolutional neural networks training with Channel-Selectivity for human activity recognition based on sensors☆14Updated 4 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆25Updated last year
- An implementation of the CNN-LSTM model for Classifying Time Series Human Activities☆25Updated 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
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆21Updated 5 years ago
- 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
- ☆80Updated 2 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆67Updated 2 years ago
- ☆10Updated 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 3 years ago
- The MHEALTH (Mobile Health) dataset is devised to benchmark techniques dealing with human behavior analysis based on multimodal body sens…☆20Updated 4 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.☆59Updated 6 years ago
- ☆11Updated 3 years ago
- Code for AAAI paper "Two-Stream Convolution Augmented Transformer for Human Activity Recognition"☆116Updated 4 years ago
- Intertial-based Human Activity Recognition with Transformers☆77Updated 4 years ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆16Updated 5 years ago
- Multimodal Dataset of Freezing of Gait in Parkinson's Disease☆48Updated 2 years ago
- AirECG: Contactless Electrocardiogram for Cardiac Disease Monitoring via mmWave Sensing and Cross-domain Diffusion Model☆20Updated 7 months ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆17Updated 2 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆117Updated last year
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆35Updated 3 years ago