Shelf Counting Vision POC

I need a quick proof of concept that can process photos I take of retail shelves with my phone, automatically count every visible item, and display that total in a lightweight web-based dashboard. Core requirements • Accept JPG or PNG uploads (mobile-phone resolution)...