🧠 Brain Tumor AI Classifier

Advanced Deep Learning Model with Explainable AI Visualizations

📤
Drag & Drop your brain MRI image here
or click to browse (JPG, PNG - Max 16MB)

Analyzing Brain MRI...

Applying advanced AI algorithms and generating explainability maps

🎯 Diagnosis Results

Predicted Classification
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Confidence: 0%

All Class Probabilities

🔍 Explainable AI Visualizations

Original Image
📷 Original MRI Scan
GradCAM
🔥 GradCAM Heatmap
Saliency Map
⚡ Saliency Map
SmoothGrad
🌊 SmoothGrad

📊 Confidence Distribution

Confidence Chart

💡 Understanding the Visualizations

  • GradCAM: Highlights regions that most influenced the model's decision
  • Saliency Map: Shows pixel-level importance for the classification
  • SmoothGrad: Refined saliency with noise reduction for clearer patterns
  • Confidence Chart: Probability distribution across all tumor types