deepfake-ecg 1.1.0

Unlimited 10-sec 8-leads Deep Fake ECG generator.

deepfake-ecg

Generate unlimited realistic deepfake ECGs.

Installation

Use the package manager pip to install deepfake-ecg.

pip install deepfake-ecg

Usage

The following fucntions can generate Deep Fake ECGs with 8-lead values [lead names from first coloum to eighth colum: 'I','II','V1','V2','V3','V4','V5','V6'] for 10s (5000 values per lead). These 8-leads format can be converted to 12-leads format using the following equations.

lead III value = (lead II value) - (lead I value)
lead aVR value = -0.5*(lead I value + lead II value)
lead aVL value = lead I value - 0.5 * lead II value
lead aVF value = lead II value - 0.5 * lead I value

Run on CPU (default setting)

import deepfakeecg

#deepfakeecg.generate("number of ECG to generate", "Path to generate", "start file ids from this number", "device to run") 

deepfakeecg.generate(5, ".", start_id=0, run_device="cpu") # Generate 5 ECGs to the current folder starting from id=0

Run on GPU

import deepfakeecg

#deepfakeecg.generate("number of ECG to generate", "Path to generate", "start file ids from this number", "device to run") 

deepfakeecg.generate(5, ".", start_id=0, run_device="cuda") # Generate 5 ECGs to the current folder starting from id=0

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

For more details:

Please contact: [e-mail], [e-mail]

License

MIT