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Segmentation of wheat rust disease with unsupervised and semi-supervised learning

We implemented several model on wheat dataset:

  • Graph based segmentation
  • K-means
  • Thresholding
  • Thresholding + Resnet18
  • Thresholding + Resnet18 + Unet
  • Thresholding + self_supervised model + Resnet18 + Unet