ivanwang1994 / DeepSLR-Sign-Language-RecognitionLinks
基于sEMG和IMU的手语手势识别，包括数据收集、数据预处理（去噪、特征提取，分割）、神经网络搭建、实时识别等。
☆37Updated 7 years ago
Alternatives and similar repositories for DeepSLR-Sign-Language-Recognition
Users that are interested in DeepSLR-Sign-Language-Recognition are comparing it to the libraries listed below
Sorting:
- 基于MYO的表面肌电数据采集与分析程序☆13Updated 6 years ago
- sEMG feature extract and visual tools☆10Updated 6 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆45Updated 3 years ago
- 基于TSN网络模型的手语识别系统☆16Updated 5 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Updated 5 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Updated 2 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆32Updated last year
- Decomposition of sEMG signals via Blind Source Separation☆14Updated 8 months ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆68Updated last year
- shayanalibhatti / Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-HandThis repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆87Updated 5 years ago
- sEMG-based gesture recognition using deep learnig☆450Updated 4 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆123Updated 5 years ago
- ☆25Updated last year
- 肌电信号深度学习毕业论文☆56Updated 10 months ago
- 基于openpose和图像分类的手语识别项目☆67Updated 3 years ago
- Improved sEMG-based gesture recognition☆66Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Updated 4 years ago
- ☆12Updated 4 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆14Updated 2 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆40Updated 7 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65Updated 6 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Updated 6 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39Updated 6 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆13Updated last year
- Convert Xsens Dot data to OpenSense readable format☆29Updated 2 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆46Updated 2 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Updated 6 years ago
- Simple Python interface to the Delsys wireless EMG system☆42Updated 6 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆41Updated 4 years ago
- Connect to Xsens DOT wearable sensors with Python☆16Updated 3 years ago