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A brain tumor multiclass classification from MRI images using transfer learning technique.

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Brain-Tumor-Classification-from-MRI-images-TL-

Brain Tumor Classification Preview Image

A brain tumor multiclass classification from MRI images using transfer learning technique. Two models' performance is compared:

  1. TL on top of VGG16 <- (36M params)
  2. TL on top of EfficientNetB0 <- (4.5M params) Still further improvements must be done:
  3. Additional regularization techniques must be applied to decrease overfitting
  4. Object Detection and Segmentation must be provided for a better overall usage

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A brain tumor multiclass classification from MRI images using transfer learning technique.

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