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README.md 623 B
ECG Data Augmentation with Conditional (by heart rate) CNN GAN:
network architecture:
data:
https://www.physionet.org/content/challenge-2017/1.0.0/
please download training2017.zip
please look at ecgGAN.ipynb
training:
synthetic ECG (AF heart condition)
load the model (gan.h5 and gan.json):
print('loaded model from disk')
json_file = open('gan.json', 'r')
loaded_model_json = json_file.read()
json_file.close()
loaded_model = model_from_json(loaded_model_json)
loaded_model.load_weights('gan.h5')