A phone photo service for growers in Malawi: check the upload, resize, find the leaves, crop and classify each one, and send back a validated answer. Run a tray of real-world photos through it, including a huge file, a PDF and a blurry shot. Then remove the input check, mix up the image formats between stages, or drop the confidence floor. This lesson needs JavaScript.