Here we build a server for an application that can be used to check the expiry date of unpeeled bananas.
The UX runs on anvil (https://vjkvak3xbkikrszw.anvil.app/E5OCO454257ZXDTORU6EC7ME) and the model was built in Google Colab as part of an ML training hosted by #UnpackAI
Food spoilage and waste are responsible for 30% of production loss. The application built here is a simple prototype to explore how AI can be applied to reduce the waste of fresh products.
See https://github.com/mmrmas for more (upcoming) projects
Install the necessary packages and modules
Connect to the Anvil app. For security reasons, don't publish output from this server in the application directly, but instead generate the outcome in the terminal from.
Run the prediction and send back the classification. The classification is translated into a standardized output string in the terminal