'''

Image Classification

This project will be a complete end-to-end data pipeline for Computer Vision, including:

Preprocessing (DONE)

Image Quality Classification

Edge Detection

Object Recognition

The sample data I used for preprocessing is the BIQ2021 dataset found here on Kaggle:
https://www.kaggle.com/datasets/nisarahmedrana/biq2021

Uses python 3.9+

Next Steps

CI\CD Make portable to other operating systems and python versions Edge detection, train a model to recognize the contents of images

To get started

Activate a virtual environment if you so choose
Ensure you are using python 3.9+
Create a 'data' folder in your project directory
In your terminal run 'pip install -r requirements.txt' to install requirements
Execute the code to download the dataset via this line
path = kagglehub.dataset_download("nisarahmedrana/biq2021")

README will be updated as the project moves along

Future expansions

• Compatibility with image datasets outside of Kaggle