CNN-Image-Classification

A CNN model for binary classification of images.

Table Of Contents

• About the Project
• Built With
• Overview

About The Project

This is a CNN model built with Tensorflow for binary classification of images. It is a part of India Academia Connect AI Hackathon.

Dataset contains Training and testing sets.

Training dataset folder - NON TEXT images are stored in 'background' sub folder and TEXT images are stored in 'hi' sub folder.

Test dataset folder - Contains both TEXT and NON-TEXT images to be classified with label 1 for TEXT images and label 0 for NON_TEXT images.

Built With

• TensorFlow
• Keras
• Numpy
• Pandas
• OpenCV
• Matplotlib

We have used Google Colab for writing and executing the python code.

Overview

Model	Loss Function
A graphical representation of the CNN model.	A graphical representation of the loss function.