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
Aug 27, 2024 - Jupyter Notebook