Selected Work / Frontend Development & UI/UX Design
Banana Freshness Classifier.
CATEGORY
Frontend Development & UI/UX Design
YEAR
2025
MY ROLE
Frontend Developer & UI/UX Designer
Final Website Implementation
01 / PROJECT OVERVIEW
About the Project
A web-based banana freshness classification system that uses image classification to identify fresh and rotten bananas through webcam capture and image uploads.
02 / MY CONTRIBUTIONS
My Role & Contributions
Frontend Developer & UI/UX Designer
- 01
Designed an intuitive interface for banana freshness classification.
- 02
Developed image upload and preview features.
- 03
Implemented file validation and upload error handling.
- 04
Integrated image uploads with the existing prediction API.
03 / TECHNOLOGIES
Technologies & Tools
HTMLCSSPythonFlaskFigma