A convolutional neural network for classification of the Dogs and Cats dataset provided by microsoft.

The data can be found at Cats-vs-Dogs|Kaggle or here After downloading unzip the files and transfer them to your current working directory Set the flagREBUILD_DATA to True.

Now on the first run it will generate a .npy file and can be set to false because we have transferred the data into this file.

Just run the train function changing the EPOCHS size to your desired epochs. Also note the model name and file name if you want to plot the data and assign it to a variable in the last block.

With the model name and file name variables as arguements run the create_acc_loss_graph() and the plot will be generated.