NeuroScan AI – Brain Tumor Detection System

NeuroScan AI is an AI-powered brain tumor detection web application built using Flask, TensorFlow, and EfficientNetB0.

The system allows users to upload MRI brain scans and receive AI-generated tumor classification predictions along with confidence scores.

Features

• MRI image upload system.
• Real-time AI prediction.
• EfficientNetB0 deep learning model.
• Flask backend integration.
• Dynamic frontend interface.
• Live MRI preview.
• Confidence score display.

Technologies Used

• Python.
• Flask.
• TensorFlow / Keras.
• EfficientNetB0.
• HTML.
• CSS.
• JavaScript.
• NumPy.
• Pillow.

Model Information

• Architecture: EfficientNetB0.
• Transfer Learning: ImageNet pretrained weights.
• Image Size: 240 × 240
• Classes:
  • Glioma
  • Meningioma
  • No Tumor

NeuroScan AI – Brain Tumor Detection System

NeuroScan AI is an AI-powered brain tumor detection web application built using Flask, TensorFlow, and EfficientNetB0.

The system allows users to upload MRI brain scans and receive AI-generated tumor classification predictions along with confidence scores.

Features

• MRI image upload system.
• Real-time AI prediction.
• EfficientNetB0 deep learning model.
• Flask backend integration.
• Dynamic frontend interface.
• Live MRI preview.
• Confidence score display.

Technologies Used

• Python.
• Flask.
• TensorFlow / Keras.
• EfficientNetB0.
• HTML.
• CSS.
• JavaScript.
• NumPy.
• Pillow.

Model Information

• Architecture: EfficientNetB0.
• Transfer Learning: ImageNet pretrained weights.
• Image Size: 240 × 240
• Classes:
  • Glioma
  • Meningioma
  • No Tumor
  • Pituitary