This guide will show you how to use fastai to create a model that can identify the type of flower in a picture. We'll be working with a famous dataset called the Oxford Flower Image Dataset, which has thousands of beautiful flower photos across over 100 different species. But we won't be starting completely from scratch. We'll use a technique called transfer learning, where we take an existing model that has already learned a lot about images, and then teach it the new task of recognizing flowers. This saves a lot of time and computing power.