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    Amin Abbasloo authored
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    README.md 623 B

    ECG Data Augmentation with Conditional (by heart rate) CNN GAN:

    network architecture:

    alt text

    data:

    https://www.physionet.org/content/challenge-2017/1.0.0/

    please download training2017.zip

    please look at ecgGAN.ipynb

    training:

    alt text

    synthetic ECG (AF heart condition)

    alt text

    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')