Dates Fruits Classifier App

It is a ML-based app for Android, that aims to make the target user familiar with the types of dates fruit. Up to now, the app can classify three types of dates fruit (Ajwa, Sukkary Mofetil, and Rothana). Soon, it will support more types.

The App on Google Play

DFC-Model source code:

Notebook

Used Data Set:

The dataset was manually collected by my team (Maram Alshehri, Abeer Alzahrany, & Sara Alhadrami). It contains images of three types of dates fruits(Ajwa, Sukkary Mofetil, and Rothan). The images include different scenes such as an image that includes one dates fruit, a group of dates fruits, dates fruits with white background, or on a plate.

Screenshots:

• Import an image from the gallery

• Take image

• Access the app from the gallery

• Access the app from WhatsApp