Laboratorio de Investigación en Inteligencia y Visión Artificial “Alan Turing”
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2023-HGR5-CNN_LSTM
2023-HGR5-CNN_LSTM PublicCode of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"
MATLAB 6
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DTW_ANN_EPN_Matlab
DTW_ANN_EPN_Matlab PublicThis is an example of Hand Gesture Recognition Model to manage the EMG-EPN2020 Dataset in Matlab
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dataAcquisition
dataAcquisition PublicMatlab graphic interface to record Emg signals from hand gesture measured with Myo Armband or GForce Pro.
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DTW_ANN_EPN_Python
DTW_ANN_EPN_Python PublicThis is an example of Hand Gesture Recognition Model to manage the EMG-EPN2020 Dataset.
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2020_ROT_SVM_EPN
2020_ROT_SVM_EPN PublicCode example for the paper "An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems"
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2020_ROT_SPECIFIC_ANN_EMG_120
2020_ROT_SPECIFIC_ANN_EMG_120 PublicCode example for the paper "A User-Specific Hand Gesture Recognition Model Based on Feed-Forward Neural Networks, EMGs and Correction of Sensor Orientation".
MATLAB 1
Repositories
- dataAcquisition Public
Matlab graphic interface to record Emg signals from hand gesture measured with Myo Armband or GForce Pro.
laboratorioAI/dataAcquisition’s past year of commit activity - HandAppMobile-EPN Public
Mobile application developed by the 'Alan Turing' Research Laboratory in Artificial Intelligence and Computer Vision for controlling robotic hands using advanced electronic components. It enables remote interaction and manipulation with an intuitive and adaptable interface.
laboratorioAI/HandAppMobile-EPN’s past year of commit activity - polidriving Public
laboratorioAI/polidriving’s past year of commit activity - EMG_Prosthesis_DQN Public
Code and resources for developing a Deep-Q Learning (DQN) agent to control a myoelectric prosthesis using EMG signals
laboratorioAI/EMG_Prosthesis_DQN’s past year of commit activity - manualSegmentation Public
Graphical interface to carry on the manual segmentation of the Emg signals recorded.
laboratorioAI/manualSegmentation’s past year of commit activity - traffic_risk_levels_DL_RBF Public
laboratorioAI/traffic_risk_levels_DL_RBF’s past year of commit activity - 2024_EMG_DQN_DDQN Public
A complete MataLab laboratory for training and evaluating EMG HGR RL DQN and DDQN models.
laboratorioAI/2024_EMG_DQN_DDQN’s past year of commit activity - 2024_GAME_EMG_11GES Public
laboratorioAI/2024_GAME_EMG_11GES’s past year of commit activity - 2023_HGR_Model_Python Public
laboratorioAI/2023_HGR_Model_Python’s past year of commit activity - 2023_SyntheticDrivingData Public
laboratorioAI/2023_SyntheticDrivingData’s past year of commit activity