Authentication-system-based-on-ECG

Authentication system based on ECG signals using Python with UI interface

we managed to identify persons based on their unique ECG Signals from heartbeats.
we used only healthy subjects.
Dataset link: https://www.physionet.org/content/ptbdb/1.0.0/
System architecture:

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
Documentation		Documentation
subjects		subjects
test files		test files
Full project-Model_11_points.ipynb		Full project-Model_11_points.ipynb
Full project-new.ipynb		Full project-new.ipynb
LDA_classifier_11points.pkl		LDA_classifier_11points.pkl
LDA_classifier_ACDCT.pkl		LDA_classifier_ACDCT.pkl
LDA_classifier_fiducial.pkl		LDA_classifier_fiducial.pkl
LDA_classifier_wavelet.pkl		LDA_classifier_wavelet.pkl
README.md		README.md
UI_HCI.py		UI_HCI.py
fiducial features .ipynb		fiducial features .ipynb
fiducial_features.py		fiducial_features.py
fiducial_features_11_points.py		fiducial_features_11_points.py
help_functions.py		help_functions.py
scalar_sc.pkl		scalar_sc.pkl

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