cutting-edge-visionaries / Human-Activity-Recognition-ML
Using Machine Learning to determine Human Activity using data from 6 d.o.f. IMU sensor.
☆19Updated 5 years ago
Alternatives and similar repositories for Human-Activity-Recognition-ML:
Users that are interested in Human-Activity-Recognition-ML are comparing it to the libraries listed below
- Step event detection and stride length estimation based on leg-and-shoe-mounted EcoIMU and LSTM.☆24Updated 6 years ago
- User activity detection using IMU (Inertial Measurement Unit) sensors and power of deep learning. The accelerometer data from smart weara…☆49Updated 6 years ago
- A toy LSTM net for action recognition using IMU sensor data, implemented in PyTorch. For the Hand-on tutorial as a TA in NAIST Spring Sem…☆10Updated 6 years ago
- Implementation code and parameters of the CNN-IMU presented in the Journal "Convolutional Neural Networks for Human Activity Recognition …☆32Updated 5 years ago
- MATLAB implementation of gait cycle validation and segmentation using inertial sensors.☆18Updated 3 years ago
- Developing a Convolutional LSTM model for human posture recognition from wearable IMUs sensors☆14Updated 4 years ago
- Data and Code of the paper Survey of Motion Tracking Methods Based on Inertial Sensors: A Focus on Upper Limb Human Motion☆32Updated 7 years ago
- Intertial-based Human Activity Recognition with Transformers☆73Updated 4 years ago
- A python algorithm to detect foot contact and foot clearance using kinematic or inertial data during forward or backward walking☆9Updated 3 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆33Updated 3 weeks ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆16Updated 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…☆53Updated 2 years ago
- The repository will use an algorithm which measure the knee angle through two imu sensors.☆25Updated 5 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆39Updated 5 years ago
- ☆8Updated 4 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆59Updated 4 months ago
- Data and code for analysis presented in Sensors journal manuscript titled "Optimization of IMU Sensor Placement for the Measurement of Lo…☆12Updated 4 years ago
- Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the…☆96Updated 7 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆20Updated last year
- Use a LSTM network to predict human activities from sensor signals collected from a smartphone☆49Updated 2 years ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆17Updated last year
- This repository focuses on demonstrating techniques to track kinematics from inertial measurement units (IMUs).☆10Updated 2 years ago
- Detection of two phases (swing and stance) phase from the IMU datasets.☆14Updated 6 years ago
- AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors☆29Updated 6 years ago
- Human whole-body pose estimation using MARG multi-sensor data☆66Updated 3 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆100Updated 5 years ago
- CNN, LSTM, CNN+LSTM for human activity recongnition on WISDM dataset(smartphone dataset)☆20Updated 6 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆64Updated 2 years ago
- Joint angle estimation methods for both optical motion capture and IMU/MIMU based motion capture☆27Updated 5 years ago
- Repository containing the optimization and source open code of several sensor fusion algorithms for estimating the orientation based on i…☆17Updated 3 years ago