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ecg_i2s

Transform ECG Images to Signals

We organize the content into pypi packages,and you can directly install it from PyPI by executing the command pip install i2s-ecg .

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
  1. you can also write your own program, for example:
from i2s_ecg import run_app
run_app()

4.use the streamlit app

for i2s_ecg We prepare a picture to show the usage of the app.

i2s_ecg You can use the streamlit app to upload your ECG images and get the corresponding 1D signals.

Release files for i2s-ecg 0.1.10

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for i2s-ecg 0.1.10
File Size Uploaded
i2s_ecg-0.1.10.tar.gz 13.2 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for i2s-ecg 0.1.10
File Interpreter ABI Platform
i2s_ecg-0.1.10-py3-none-any.whl Python 3 none any Details

Total release size: 26.4 MB

Release files / i2s_ecg-0.1.10.tar.gz

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Release files / i2s_ecg-0.1.10-py3-none-any.whl

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