Cats vs Dogs classifier using Convolutional Neural Networks(CNN)

Workspace - Colab

Make sure to use GPU (Runtime > Change runtime type > Select Hardware accelerator as GPU)

Dataset - Kaggle

Dependencies

matplotlib
keras

Importing Dataset

Create a folder in the root of your drive and upload the zip inside the folder
Unzip by executing first cell of the notebook

Model Accuracy - 97%

Output

Ouputs 1 for dogs and 0 for cats