"""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.
"""