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Classification of Brain Tumors

The dataset provided by Kaggle contains 4 classes: glioma, meningioma, pituitary and no tumor. The custom neural network contains 22 layers and uses tensorflow for its implementation. Currently, the model yields an approximate accuracy of 45%.
Note: data is in the process of being augmented.
Example data visualization below:
Tr-glTr_0000
Figure 1: MRI Showing glioma tumor.

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