Code: https://github.com/LittleWhole/HackUMBC2024
Inspiration
The Challenge of Modern Dating
What it does
An AI-powered platform designed to help users improve their conversation skills, and give them a sandbox to experiment with.
How we built it
An image-to-text module receives a screenshot and uses OCR to read text. The text gets routed to the OpenAI API, where a fine-turned OpenAI model does sentiment analysis on text and outputs the data in a certain usable structure.
Challenges we ran into
The computer vision system struggled to recognize who the sender of each message was. Debugging a very complicated tech stack (Too many different points of failure)
Accomplishments that we're proud of
Getting the AI model to read the message, and give feedback on the text.
What we learned
We learned about how you can train a larger AI model to more precisely solve a problem like sentiment analysis, and learn how to use OpenCV to read text message.
What's next for RizzLabs
Our team intends to fix OCR issues and improve the UI.
Built With
- flask
- next.js
- opencv
- react
- typescript
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