NilanjanDaw / Spectronet Public

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A CNN based classifier for detecting Cardio-vascular abnormalities from ECGs

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Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
.gitignore		.gitignore
Data_Image_Enhancer.py		Data_Image_Enhancer.py
Enhancer.py		Enhancer.py
README.md		README.md
file_conversion.py		file_conversion.py
log.csv		log.csv
log_model_1.csv		log_model_1.csv
requirements.txt		requirements.txt
spectrogram.py		spectrogram.py
spectronet.py		spectronet.py
training.csv		training.csv
validation.csv		validation.csv
visualise.py		visualise.py

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Heartbeat-Classification

What we are trying to solve

https://www.kaggle.com/kinguistics/heartbeat-sounds/home

Primary Dataset

https://www.kaggle.com/kinguistics/heartbeat-sounds

Augmentation Dataset

https://physionet.org/challenge/2016/

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A CNN based classifier for detecting Cardio-vascular abnormalities from ECGs

convolutional-neural-networks ecg-signal transfer-learning keras-tensorflow

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