/brain_MRI_image_segmentation

Implemented a convolutional network for brain MRI image segmentation using TensorFlow, incorporating ideas from UNet, Attention-based UNet, and Deep Residual UNet.

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Brain_MRI_image_segmentation

  • Implemented a convolutional network for brain MRI image segmentation using TensorFlow, incorporating ideas from UNet, Attention-based UNet, and Deep Residual UNet.
  • Trained and evaluated models on an augmented dataset of 4000 images, achieving IoU scores of around 0.99 and Dice coefficients of around 0.7.