You will notice that, at this point, we support only 1 MB of files and a few flowers in the application. However, you can easily tweak the code to load larger images to third-party storage services, such as Amazon S3, Box.com, or Cloudinary, and then use the URL generated to use for prediction. Also, the more data you use to train your model, the more intelligent the predictions are.