Mobile Apps · Major Project
Photograph waste, get its bin category and earn points for disposal
Overview
A Flutter app that classifies a photo of waste into categories such as plastic, paper, glass, metal and organic using an on-device TensorFlow Lite model trained on the public TrashNet dataset. Disposing at a verified drop point by scanning its QR code earns points, which feed a leaderboard and can be redeemed for rewards.
What makes it stand up
Module breakdown
MobileNet transfer learning, exported to TensorFlow Lite.
Capture, classify and show disposal instructions.
Map of bins with QR check-in verification.
Firebase points ledger, leaderboard and redemptions.
Drop-point management and disposal statistics.
After this, you will be able to
Technology stack
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