Python PieceOfSlide Examples

Example #1

File: whole_slide.py Project: PinkHedgehog/Semantic-segmentation-of-small-objects

 def predict_mask_whole(self, device='cuda'):
     region = piece_of_slide.PieceOfSlide(self.read_region(
         (0, 0), 0, self.level_dimensions[0]),
                                          model=self.model)
     return region.predict_mask(device)

Example #2

File: whole_slide.py Project: PinkHedgehog/Semantic-segmentation-of-small-objects

 def strong_region(self, top_left, ex, size, debug=False):
     region = self.read_region(top_left, ex, size)
     region = piece_of_slide.PieceOfSlide(region, model=self.model)
     return region.strong_area(debug=debug)

Example #3

File: whole_slide.py Project: PinkHedgehog/Semantic-segmentation-of-small-objects

 def get_masked_region(self, top_left, ex, size, device='cuda', show=False):
     region = self.read_region(top_left, ex, size)
     region = piece_of_slide.PieceOfSlide(region, model=self.model)
     if show:
         region.image_show()
     return region.get_masked(show=show, device=device)

Example #4

File: whole_slide.py Project: PinkHedgehog/Semantic-segmentation-of-small-objects

 def predict_mask_region(self, top_left, ex, size, device='cuda'):
     region = self.read_region(top_left, ex, size)
     region = piece_of_slide.PieceOfSlide(region, model=self.model)
     return region.predict_mask(device=device)