Utilized deep learning systems to classify brain MRI scans into glioma tumor, meningioma tumor, pituitary tumor, or no tumor. We addressed class imbalance using undersampling and augmented the dataset with rotation, shifting, shearing, zooming, and flipping techniques.
feature-extraction image-classification convolutional-neural-networks transfer-learning inceptionv3 convolutional-neural-network fine-tuning gradcam ptyhon3 keras-tuner auto-keras
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Updated
Oct 4, 2024 - Jupyter Notebook