ChangeCounter - AI-driven Mobile app to Assist Individuals with Autism in Handling Customer Transactions

About The Project

ChangeCounter is an AI-driven mobile application designed to assist individuals with Autism in handling customer transactions efficiently.

The application utilizes:

• Swift for iOS development
• Square Point of Sale API for transaction data retrieval
• Apple’s CoreML for AI-powered processing
• YOLOv3 for real-time bill and coin identification

Below are some of the key features of ChangeCounter:

• Seamless Integration with Square POS: Fetches transaction details for accurate processing
• Adaptive Change Visualization: Displays necessary bills and coins to return based on their availability within the register
• Real-Time Bill & Coin Recognition: Uses YOLOv3 to identify and verify currency denominations

This app empowers employees with Autism by providing real-time AI-driven support in financial transactions, improving workplace confidence and efficiency. 🚀

Getting Started

Prerequisites: Xcode, Square-POS API

1. Clone this repository and navigate to the local project folder. Activate your virtual environment (optional).
2. Run the following command in the terminal to run locally in the emulator

xcodebuild -list -workspace <your_workspace_name>.xcworkspace

Project View

This project received national recognition from Source America. A link to our full project video can be found at:

https://www.youtube.com/watch?v=Z97Lo3L42wM

About

Project Link: https://github.com/ronoys/ChangeCounter

Acknowledgments

• README Template

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