Convolutional neural network with The Simpsons

Convolutional Neural Network(CNN) is a type of neural network especially useful for image classification tasks. I applied CNN on thousands of Simpsons images training the classifier to recognise 10 characters from the TV show with an accuracy of more than 90 percent. The dataset contains images for more than 20 Simpson characters. I picked the ones with a minimum of 1000 sample images and chose 10 characters to train my model. All chosen characters have thousand sample images.