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)
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)
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)
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)