Brain Tumour Detection System
Completed2025
AI-powered medical imaging for early diagnosis
PythonTensorFlowOpenCVFlaskReact
Overview
Problem: Machine learning system to detect brain tumours from MRI scans.
Solution: A full-stack ML project that leverages deep learning to assist radiologists in identifying brain tumours from MRI images. The system includes data preprocessing, model training, and a user-friendly interface for predictions.
Highlights
- Achieved 95%+ accuracy on test data
- Automated preprocessing pipeline
- User-friendly web interface for predictions
Features
- Upload MRI images for instant analysis
- Deep learning model for tumour classification
- Interactive results dashboard
- Exportable reports
- Secure user authentication
Screenshots
Challenges & Learnings
- Limited labeled medical data
- Balancing model accuracy and speed
Future Improvements
- Expand to other tumour types
- Integrate with hospital systems