Project - Cat vs Non-cat Classifier

About the Project

In this project, you will build a cat vs non-cat classifier using a neural network. You are given a set of images of cats and other animals. You have to build a neural network to classify the given image as cat or non-cat

About the Dataset

Dataset is located at /cxldata/datasets/project/cat-non-cat

Dataset is in .h5 file. Import h5py to interact with a dataset that is stored in an H5 file. It contains

1. train_catvnoncat.h5 - a training set of images labeled as cat (y=1) or non-cat (y=0)
2. test_catvnoncat.h5 - a test set of images labeled as cat or non-cat
3. Each image is of shape (num_px, num_px, 3) where 3 is for the 3 channels (RGB). Thus, each image is square (height = num_px) and (width = num_px)