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2 Commits

Author SHA1 Message Date
psychedelicious
91db136cd1 feat(nodes): much faster heuristic resize utility
Add `heuristic_resize_fast`, which does the same thing as `heuristic_resize`, except it's about 20x faster.

This is achieved by using opencv for the binary edge handling isntead of python, and checking only 100k pixels to determine what kind of image we are working with.

Besides being much faster, it results in cleaner lines for resized binary canny edge maps, and has results in fewer misidentified segmentation maps.

Tested against normal images, binary canny edge maps, grayscale HED edge maps, segmentation maps, and normal images.

Tested resizing up and down for each.

Besides the new utility function, I needed to swap the `opencv-python` dep for `opencv-contrib-python`, which includes `cv2.ximgproc.thinning`. This function accounts for a good chunk of the perf improvement.
2025-05-29 13:49:07 +10:00
psychedelicious
8d3743c6f2 tidy(nodes): rename controlnet_image_processors.py -> controlnet.py 2025-04-04 18:42:13 +11:00