crocodilegogogo / IF-ConvTransformer-UbiComp2022Links
This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"
☆43Updated 8 months ago
Alternatives and similar repositories for IF-ConvTransformer-UbiComp2022
Users that are interested in IF-ConvTransformer-UbiComp2022 are comparing it to the libraries listed below
Sorting:
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆73Updated last year
- Intertial-based Human Activity Recognition with Transformers☆87Updated 4 years ago
- ☆47Updated last year
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆323Updated last year
- A collection of datasets, papers, and resources for Generalizable Human Activity Recognition and IMU sensing.☆120Updated last week
- A lite BERT-like representation model for IMU sensor data☆118Updated 2 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆62Updated 8 months ago
- ☆24Updated 3 years ago
- Transformer for Human Activity Recognition☆76Updated 2 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆49Updated 4 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆59Updated 3 years ago
- Step event detection and stride length estimation based on leg-and-shoe-mounted EcoIMU and LSTM.☆28Updated 6 years ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆17Updated 5 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆22Updated 3 years ago
- CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors☆25Updated 3 years ago
- Human Activity Recognition using LSTM-CNN model on raw data set.☆38Updated 3 years ago
- The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted…☆12Updated last year
- Source code for the Gait Recognition using LSTM, presented in the paper "Multi-model Long Short-term Memory Network for Gait Recognition …☆18Updated 3 years ago
- ☆11Updated 3 years ago
- Code for AAAI paper "Two-Stream Convolution Augmented Transformer for Human Activity Recognition"☆118Updated 4 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆71Updated 2 years ago
- CNN, LSTM, CNN+LSTM for human activity recongnition on WISDM dataset(smartphone dataset)☆20Updated 7 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆27Updated 4 years ago
- ☆10Updated 2 years ago
- User activity detection using IMU (Inertial Measurement Unit) sensors and power of deep learning. The accelerometer data from smart weara…☆50Updated 6 years ago
- ☆17Updated 3 years ago
- ☆88Updated 2 years ago
- ☆11Updated 3 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆104Updated 6 years ago