Machine Learning and Software Development Internship at Chromosis Technology Pvt. Ltd.

Overview

• This repository contains the work done during my internship as a Machine Learning and Software Development Intern at Chromosis Technology Pvt. Ltd. from December 2024 to January 2025. The project focused on developing a machine learning model to detect and analyze water testing kit strips.

Objective

• Developed a machine learning model to detect the boxes of water testing kit strips and analyze the detected color.
• Accessed the model remotely through a web server API.

Strategy

• Developed and fine-tuned the YOLOv11 model with a custom dataset to detect and categorize the boxes.
• Standardized color detection to minimize lighting effects.
• Developed an API using FastAPI to remotely process images on a server and enable future website and app integration.

Result

• Achieved 98.80% accuracy.
• Successfully deployed to a production server with real-world validation.