ml

Broken Bone Detection

ML-based X-ray bone fracture classification system

Broken Bone Detection

Tech Stack

PythonTensorFlowOpenCVMatplotlib

About This Project

Overview

Deep learning on labeled X-rays with metrics.

Motivation

Every project starts with a problem worth solving. For Broken Bone Detection, the motivation came from wanting to streamline workflows and create something that genuinely helps users save time. The goal was to build a solution that is not just functional, but delightful to use.

Lessons Learned

Building Broken Bone Detection taught me valuable lessons about system design, user experience, and the importance of iterative development. Each challenge became an opportunity to grow as a developer and problem solver.