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| """ | |
| Element 6: Number & Grouping of Motifs Analysis using SAM | |
| L.A. Printex framework - analyzes motif count, density, and spatial grouping | |
| """ | |
| import numpy as np | |
| import cv2 | |
| from PIL import Image | |
| import torch | |
| import os |
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| """ | |
| Element 2: Shape/Motif Analysis using SAM (Segment Anything Model) | |
| L.A. Printex framework - analyzes individual motif shapes for copyright comparison | |
| """ | |
| import numpy as np | |
| import cv2 | |
| from PIL import Image | |
| import torch | |
| import hashlib |