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| """Analysis + placement pipeline modules. | |
| Each module is independently importable and testable. ML-backed stages | |
| (detection, depth, segmentation) lazy-load their models and degrade gracefully | |
| to OpenCV/geometric fallbacks, so the whole pipeline runs with only the light | |
| core dependencies installed. | |
| """ | |