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An iOS app to counter consumer food waste through machine learning and gamification

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Scrappie

Scrappie Banner

An iOS app that helps counter food waste through gamification and machine learning.

Built with Swift UI, TensorFlow, Keras, and CoreML.

3rd Place in the 2022 Congressional App Challenge, CA District 18

Features

Demo

Food Recognition from Image

Using a photo taken before and after a meal, the food on a plate is automatically detected via image segmentation, and the percentage of food eaten is calculated.

Scanning food food segmentation

Receipt Text Extraction

Users can scan grocery receipts and the purchased items will automatically be extracted and added to the app.

Scanning receipt Groceries in app

Gamification

Users are rewarded points when they save food or record purchased food. These points can be used to revive the player's island, providing a visual representation of their progress.

Starter Island Upgraded Island

Team

Created by Sabrina Yen-Ko, Amanda Guo, Julia Mao, and Vir Shah

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An iOS app to counter consumer food waste through machine learning and gamification

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