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Kaynaaf
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Brain-Tumour-MRI

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Image Classification

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Brain-Tumour-MRI / README.md

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metadata

license: mit
task_categories:
  - image-classification
tags:
  - medical
size_categories:
  - 1K<n<10K

Dataset Card for Brain Tumour MRI dataset

A collection of Brain scans covering three different types of tumours and as well as a control class.

Dataset Details

Dataset Description

The Dataset contains ~7000 MRI scans of the brain corresponding to 4 classes: glioma, meningioma, notumor & pituitary. The dataset has already been split into train/test sets.

Dataset Creation

Source

This dataset was compiled and uploaded to Kaggle by Masoud Nickparvar from the following sources: figshare , SARTAJ dataset, and Br35H.

Data Collection and Processing

I applied some preprocessing steps: Grayscale conversion, Resizing to 256x256, Applying CLAHE, Image sharpening, Denoising and finally Normalisation.