i2s-ecg 0.1.9

the package for ECG signal processing

ecg_i2s

Transform ECG Images to Signals

You can use this code to transform ECG images into 1D signals. Follow the instructions below to get started.

We recommend you to use the newest version of the code.

Setup Instructions

1.Create a Conda Environment

We recommend using Python version 3.9.19.

conda create -n ecg python=3.9.19

Then you should activate the environment using:

conda activate ecg

2.Install Required Packages

Install the necessary packages using the following:

• scikit-learn==1.2.2
• scikit-image
• unzip
• joblib
• pandas
• matplotlib
• natsort
• streamlit_cropper
• scipy
• numpy==1.25.2
• pillow
• natsort

Alternatively, you can use the requirements.txt file to install the required packages by running:

pip install -r requirements.txt

3.Run the Code

1. you can run the code by:

python -m i2s_ecg.run

2. you can also write your own program, for example:

from i2s_ecg import run_app
run_app()

4.use the streamlit app

We prepare a picture to show the usage of the app.

You can use the streamlit app to upload your ECG images and get the corresponding 1D signals.