Brain Tumor Classification Using CNN Models

This repository contains the Master's Final Project on Brain Tumor Classification using Convolutional Neural Networks (CNNs).
The project aims to classify MRI brain images into different tumor types using deep learning and late Fusion techniques.

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Overview

We implemented and evaluated CNN models on two different datasets to verify the robustness of our approach

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Notebooks

You can access the original notebooks below:

• Notebook 1 – Brain Tumor Classification (Dataset 1)
• Notebook 2 – Brain Tumor Classification (Dataset 2)

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Datasets

Both datasets are publicly available on the notebooks links in the input section

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Models

The CNN models used include:

• Transfer learning using pre-trained networks : ConvNextTiny and EfficientNetV2B0.

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Results

-Detailed results and plots are available in each notebook.

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