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mask_img = np.array(Image.open(mask.file, mode='r').convert('1')) | |
# Absolute WSI coordinates | |
dx = max(patch_x, mask.x) | |
dx2 = min(patch_x + self.crop_size, mask.x + mask.width) | |
dy = max(patch_y, mask.y) | |
dy2 = min(patch_y + self.crop_size, mask.y + mask.height) | |
# Make the coordinates relative to the mask position | |
dx = dx - mask.x | |
dx2 = dx2 - mask.x | |
dy = dy - mask.y | |
dy2 = dy2 - mask.y | |
# Should get the union area between the patch and the mask | |
if dx2 > 0 and dy2 > 0: | |
# Invert x and y because of PIL -> numpy transform | |
area = mask_img[dy:dy2, dx:dx2] |
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