increase24 / CMKD-MINDS
Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.
☆13Updated last year
Alternatives and similar repositories for CMKD-MINDS:
Users that are interested in CMKD-MINDS are comparing it to the libraries listed below
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated last year
- ☆31Updated last year
- ☆18Updated 2 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆33Updated last year
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆58Updated 5 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆22Updated 5 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆26Updated last year
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆30Updated 2 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆26Updated 3 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆23Updated 5 years ago
- 肌电信号深度学习毕业论文☆34Updated 10 months ago
- Improved sEMG-based gesture recognition☆56Updated 5 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆9Updated last year
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆11Updated 3 years ago
- ☆28Updated 6 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆10Updated 3 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆51Updated 3 months ago
- Deep Learning approaches for sEMG-based gesture recognition☆2Updated 5 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆30Updated 4 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆16Updated last year
- ☆12Updated 3 years ago
- SDK of sEMG function of matlab☆19Updated 7 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆91Updated 4 years ago
- ☆16Updated last year
- Convolutional Neural Networks On Ninapro datasets☆18Updated 7 years ago