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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.
In today's digital age, a well-optimized website is essential for attracting visitors and achieving your online goals. Search engine optimization (SEO) plays a crucial role in this, ensuring your website ranks higher in search results for relevant keywords. Here, I'll share my experience working at BrainSpark Digital, a leading SEO agency, and the strategies I implemented to drive significant traffic growth.