AI-Based Product Scanner Mobile App

I am looking to develop a mobile application that uses AI and camera functionality to scan products and provide useful insights such as identification and estimated value.

The app should allow users to capture images of items and receive quick analysis results. It should also include a clean UI, smooth performance, and basic data tracking features.

Core requirements:

* Camera-based scanning functionality
* AI-powered item identification
* Basic value estimation system
* User-friendly interface
* Secure backend (Firebase preferred)

Preferred tech stack:

* React Native or Flutter
* Firebase backend

The app should be scalable and optimized for performance.

Please share your experience, relevant work, and estimated timeline.