Image Classification With Convolutional Neural Network: Step By Step – Regenerative

Convolutional neural network (CNN) is an advanced version of neural network. If you worked with the FashionMNIST dataset that contains shirts, shoes handbags etc., CNN will figure out important portions of the images to determine what makes a shirt, a shirt or a handbag, a handbag. For example if you see a shoelace, it might be a shoe, if there is a collar and buttons, that might be a shirt or if there is a handle, that might be handbag. The simple CNN we will build today to classify a set of image will consists of convolutions and pooling. Inputs get to modify in convolution layers.