Overview

A CNN model that classifies between cats and dogs, with highest validation accuracy achieved being 80.05%.

Convolutional Neural Network

The CNN model has the architecture as below:

• Conv2D
• MaxPool2D
• Conv2D
• MaxPool2D
• Flatten
• Dense
• Dense

Dataset

The dataset from Dogs & Cats Images was used to train the algorithm.