ryskulova / digit-recognizer-flask-cnn

A simple Flask application that recognizes handwritten digits. Developed using TensorFlow and Keras.

digit-recognizer-flask-cnn

A simple web application that recognizes handwritten digits. Developed using TensorFlow and the super simple Keras Library. Wrapped into a Webapp using Flask Micro Framework.

Convolutional Neural Network(CNN) is a type of ANN inspired by the organization of animals' visual cortex. It is used in most of the image recognition tasks.

This model was trained using the MNIST Handwritten digits dataset.

To run it locally, first clone the directory.

git clone https://github.com/moinudeen/digit-recognizer-flask-cnn.git

Next cd into the directory.

cd digit-recognizer-flask-cnn

Then install the dependencies using pip.

sudo pip install -r requirements.txt

To start the Flask Server,

python app.py

##Hurray!!