AI-Powered Brain Tumor Detection System | Deep Learning Medical Diagnosis Project by PROJXTY
Автор: Projxty
Загружено: 2025-10-23
Просмотров: 8
🚀 Presented by PROJXTY – Innovating Future with AI & Deep Learning!
Introducing our AI-Powered Brain Tumor Detection System, an advanced deep learning web application built to revolutionize medical image analysis and diagnostic automation. Using powerful neural network models like VGG16, ResNet50, and MobileNetV2, this project achieves 84% accuracy in detecting brain tumors from MRI scans — providing instant results, visual insights, and clinical-grade precision.
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🧩 Key Features
✅ Multi-model architecture: VGG16, ResNet50, MobileNetV2, Custom CNN
✅ Real-time MRI image classification with confidence score
✅ Transfer learning for enhanced medical accuracy
✅ Flask-based responsive web interface with Bootstrap 5
✅ Advanced data visualization with Matplotlib & Chart.js
✅ HIPAA-compliant image processing for data privacy
✅ Achieves up to 84.31% accuracy with explainable AI support
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⚙️ Technology Used
Flask, Python, TensorFlow, Keras, VGG16 Transfer Learning, ResNet50, MobileNetV2, OpenCV, NumPy, Pandas, Matplotlib, Chart.js, Bootstrap 5, JavaScript, HTML5, CSS3, Scikit-learn
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🌍 Real-World Applications
🏥 Medical diagnostics & hospital workflow optimization
🧬 Clinical research & MRI dataset analysis
💻 AI-assisted telemedicine and remote diagnostics
📚 Educational tool for AI & medical imaging training
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🎓 Perfect For:
Final Year AI/ML Projects
Healthcare Technology Students
Medical AI Researchers
Data Science & Deep Learning Enthusiasts
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💡 Why Choose PROJXTY?
At PROJXTY, we craft industry-grade AI, ML, Blockchain, and Full-Stack projects with complete source code, setup guides, and documentation — helping students and developers bring innovation to life.
📦 Get Full Project Files, Documentation & Setup Guide:
👉 www.projxty.netlify.app
🎯 Empowering Innovation. Delivering Excellence.
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#projxty #finalyearproject #machinelearning
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