Digit Recognizer

A simple Feedforward Neural Network trained on digits dataset (MNIST) without any framework. It can predict digits based on user input through a Tkinter-based GUI.

Features

• Neural Network from Scratch – No TensorFlow or PyTorch.
• Tkinter GUI for Drawing – Users can draw digits for prediction.

Getting Started

Install

pip install -r requirements.txt

Or, if using Poetry:

poetry install

Start

python -m src.digit_recognition.main

Or, if using Poetry:

poetry run python -m src.digit_recognition.main

This will open a drawing interface where you can sketch digits for recognition.