This is a Flask web application project for hand-written digit recognition, utilizing a TensorFlow-based Convolutional Neural Network (CNN) model. The app enables users to draw a digit on a canvas using their mouse or touch input and then predicts the drawn digit using the trained CNN model. The app also displays a probability graph, indicating the model's confidence in its prediction within the range of 0 to 9.
To run this project, follow these steps:
-
Clone the repository:
git clone [repository_url] cd flask-project -
Create a virtual environment (optional, but recommended):
python -m venv venv source venv/bin/activate # For Windows, use: venv\Scripts\activate -
Install the dependencies:
pip install -r requirements.txt -
Run the Flask application:
python app.py
After running the Flask application, open your web browser and go to http://localhost:5000 to access the web application.
