josecyc / Neurotron
Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs
☆11Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Neurotron
- 基于MYO的表面肌电数据采集与分析程序☆11Updated 5 years ago
- Decomposition of sEMG signals via Blind Source Separation☆12Updated last year
- sEMG feature extract and visual tools☆10Updated 5 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆28Updated 2 years ago
- ☆11Updated 4 years ago
- GANs for generating EMG signals☆73Updated 4 years ago
- 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。☆29Updated 6 years ago
- Convert Xsens Dot data to OpenSense readable format☆24Updated last year
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆26Updated 3 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆13Updated 9 months ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆14Updated 4 months ago
- sEMG function in MATLAB☆19Updated 5 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆31Updated 3 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆25Updated last year
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆22Updated 2 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆86Updated 3 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated 9 months ago
- Connect to Xsens DOT wearable sensors with Python☆15Updated 2 years ago
- Rehabilitation of people afflicted with elbow joint ailments is quite challenging. Studies reveal that rehabilitation through robotic dev…☆10Updated 2 years ago
- ☆16Updated last year
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆56Updated 5 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆32Updated 5 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆48Updated 3 weeks ago
- ☆15Updated last month
- This is a version of EMGlab software. It contains changes that adapt the EMGlab to new versions of Matlab.☆10Updated 4 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆32Updated 5 years ago
- ☆24Updated 4 years ago
- Gesture recognition using myo armband via neural network (tensorflow library).☆40Updated 6 years ago
- Simple Python interface to the Delsys wireless EMG system☆35Updated 5 years ago