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The image data analysis portion of Sogeti's data quality wrapper

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Welcome to the DQW Image app repository! 🖼️

This repo contains the DQW Images streamlit app code, however, the streamlit apps have been split into 5 for maintenance purposes:

The packages used in the application are in the table below.

App section Description Visualisation Selection Package
Image x x Pillow

Unstructured data - images

Key points addressed:

  • EDA of images
  • Augmentation

Try it out yourself!

Demo files have been provided in the /demo_data folder. Try out the app with them.

How to run locally

  1. Installation process:

    Create virtual environment and activate it - https://packaging.python.org/guides/installing-using-pip-and-virtual-environments/

    Clone or download files from this repo

    Run pip install -r requirements.txt

    Run streamlit app.py to launch app

  2. Software dependencies:

    In requirements.txt

  3. Latest releases

    Use app.py

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The image data analysis portion of Sogeti's data quality wrapper

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