Numpy Image Classification

Overview:

This is an image classification library created using NumPy and Pillow.

NumPy is used to modify and transform large matrices using linear algebra operations.

Pillow is used to transform an image into a NumPy array.

All the code used to create the web server gui is not required to use this library.

Build instructions:

Clone the repository into a directory of your choosing.

Install Python and pip if they have not been installed already.

To install the required libraries, run these command for numpy, pillow, and flask: pip install library_name (ex: pip install numpy).

Usage Instructions:

Run python main.py to use the console for image classification. You will be prompted to install the mnist dataset if it is not already in the imgs/ folder.

Run python app.py to run a web server to use as your gui. If there are no directories in the imgs/ folder, I suggest installing the mnist dataset through the console.