Скачать или смотреть Brain Tumor Detection using Deep Learning | VGG16 + ResNet50 + MobileNetV2 | 84% Accuracy Medical AI

🧠 AI-Powered Brain Tumor Detection System with Multi-Model Deep Learning Analysis

Transform MRI scans into instant medical diagnoses using cutting-edge deep learning! This complete Flask web application combines VGG16, ResNet50, and MobileNetV2 models to detect brain tumors with up to 84.31% accuracy.

🎯 Project Highlights:

4 Deep Learning Models (VGG16, ResNet50, MobileNetV2, Custom CNN)

84.31% Accuracy with Transfer Learning

Real-time MRI Analysis with Confidence Scores

Interactive Visualizations (ROC Curves, Confusion Matrix)

Professional Flask Web Interface with Bootstrap UI

Complete Training Pipeline with Data Augmentation

HIPAA-Compliant Image Processing

💻 Technology Stack:
Flask | Python | TensorFlow | Keras | OpenCV | NumPy | Pandas | Matplotlib | Chart.js | Bootstrap 5 | Scikit-learn

📊 Model Performance:

VGG16: 84.31% accuracy

MobileNetV2: 80.39% accuracy

ResNet50: 78.43% accuracy

Custom CNN: 66.67% accuracy

✨ Perfect For:
✓ Final Year CSE/IT Projects
✓ M.Tech AI/ML Specialization
✓ Medical Informatics Programs
✓ Data Science Portfolio
✓ Healthcare AI Startups

🚀 Key Features:

Multi-Model Comparison Analysis

Advanced Data Augmentation

Transfer Learning Implementation

Comprehensive Performance Metrics

Mobile-Responsive Design

Secure File Processing

📱 Want This Complete Project?

WhatsApp: +918603862290

Buy Directly: https://projects.codeaj.com/projects/brain...

Get complete source code, trained models, dataset, documentation, and deployment guide!

🎓 What You'll Learn:

Deep Learning with TensorFlow/Keras

Transfer Learning Techniques

Medical Image Processing

Flask Web Development

Model Evaluation & Visualization

Production Deployment

📦 Project Includes:
✅ Complete Python Source Code
✅ Pre-trained Models (VGG16, ResNet50, MobileNetV2)
✅ Training Dataset & Scripts
✅ Flask Web Application
✅ Detailed Documentation
✅ Installation Guide
✅ Model Comparison Reports

Perfect for students looking to build industry-relevant AI projects in healthcare technology!

🔗 More Projects: CodeAj Marketplace - https://projects.codeaj.com

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Contact for Custom Projects & Freelance Work:
📧 [email protected]
📱 WhatsApp: +918603862290

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