Brain Tumor Prediction App

[Salik_Hussaini]

Brain Tumor Prediction App - AI-Powered Medical Image Analysis

Check out this interactive Streamlit application that uses deep learning to analyze brain MRI images and detect tumors with up to 95% accuracy! The app features intelligent model selection (automatically picks the highest-accuracy DenseNet or MobileNetV2 model), flexible image input (upload your own or use test samples), advanced CLAHE preprocessing, and three interpretability visualization methods (Saliency Maps, Gradient×Input, Occlusion Sensitivity) to understand model decisions.
Key Features:

• 95% accuracy
• Smart model auto-selection
• Upload or sample images
• 3 visualization methods
• Architecture visualization

Educational use only.

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  • Choose Which Model

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  • See prediction accuracy

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  • Model Interpretability