https://github.com/tushcmd/brain-tumor-classification

The objective of this project is to train neural networks to classify tumors in brain MRI scans.
https://github.com/tushcmd/brain-tumor-classification

Last synced: 13 days ago
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The objective of this project is to train neural networks to classify tumors in brain MRI scans.

• Host: GitHub
• URL: https://github.com/tushcmd/brain-tumor-classification
• Owner: tushcmd
• Created: 2024-11-15T23:00:15.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-11-16T03:51:33.000Z (over 1 year ago)
• Last Synced: 2025-11-09T03:03:12.173Z (8 months ago)
• Language: Jupyter Notebook
• Homepage: https://brain-tumor-classification-tushdev.streamlit.app/
• Size: 2.7 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Brain-Tumor-Classification

The objective of this project is to train neural networks to classify tumors in brain MRI scans. I constructed different neural network architectures through transfer learning and custom convolutional layers, and used the Gemini 1.5 Flash model to generate explanations for the model's predictions.

Live Demo - https://brain-tumor-classification-tushdev.streamlit.app/

## Screenshots

![web app ui](ui.png)

![saliency map image](saliency-map.png)

![visualization](visualisation-explanation.png)