- traditional CV pipeline referencing jlu_vision_26: HSV mask -> contour LightBar -> PCA corner refine -> pairing gates - big/small armor classification (bar distance / bar length ratio) - detect_test with synthetic selftest, 6/6 passed - measured armor size 131.56x55mm, solver NaN guard + ITERATIVE fallback