ECG data preprocessing

Basic setup

1. Download and unzip files into mit-bih directory
2. Install requirements via pip install -r requirements.txt

Train and validation data

Generating train and validation data

cd train_val_128
python plot_train_data_gen.py
python generate_json.py

Generating downsample train and validation data

cd train_val_24
python plot_train_data_gen.py
python generate_json.py

Test data

Generating test data

cd test_true_peak_128
python plot_test_data.py
python generate_test_json.py

Generating downsample test data

cd test_true_peak_24
python plot_test_data.py
python generate_test_json.py

Generating test data with peak detection algorithm

cd test_detect_peak_128
python plot_test_data.py
python generate_test_json.py

Generating downsample test data with peak detection algorithm

cd test_detect_peak_24
python plot_test_data.py
python generate_test_json.py