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Would 2-3M training labels buy recall? Measure the scaling curve and the label ceiling before a sourcing campaign
enhancementNew feature or requestNew feature or requestStatus: Open.#59 In ProjectSidewalk/RampNet;Add the 1k manual gold-standard set as a model-comparison split (bigger, independently-labeled, un-anchored GT)
enhancementNew feature or requestNew feature or requestStatus: Open.#58 In ProjectSidewalk/RampNet;GT-completeness correction: spot-check the low-confidence incremental FPs from the operating-point curve
enhancementNew feature or requestNew feature or requestStatus: Open.#55 In ProjectSidewalk/RampNet;Lower the deployment operating point (peak threshold 0.55 → ~0.25–0.35): a free, recall-first lever
enhancementNew feature or requestNew feature or requestStatus: Open.#54 In ProjectSidewalk/RampNet;Add YOLOE (real-time open-vocab) to the zero-shot detector bucket
enhancementNew feature or requestNew feature or requestStatus: Open.#52 In ProjectSidewalk/RampNet;Train a supervised YOLO baseline (YOLO11 / YOLO26) on the RampNet dataset — isolate architecture vs. data
enhancementNew feature or requestNew feature or requestStatus: Open.#51 In ProjectSidewalk/RampNet;- Status: Open.#49 In ProjectSidewalk/RampNet;
Multi-capture / multi-view fusion for per-ramp recall: correspondence, agreement-as-arbiter, 3D (RampNet 2.0)
enhancementNew feature or requestNew feature or requestStatus: Open.#48 In ProjectSidewalk/RampNet;Mask the nadir/hood region in the reprojection rig; measure ΔAP
enhancementNew feature or requestNew feature or requestStatus: Open.#47 In ProjectSidewalk/RampNet;Qualitative failure taxonomy: bucket each model's FP/FN from cached detections
enhancementNew feature or requestNew feature or requestStatus: Open.#46 In ProjectSidewalk/RampNet;Prompt study for the challenger VLMs: image exemplars, elicited confidence, query ensemble
enhancementNew feature or requestNew feature or requestStatus: Open.#45 In ProjectSidewalk/RampNet;Add clovis as a third benchmark city; pursue source/geographic diversity
enhancementNew feature or requestNew feature or requestStatus: Open.#44 In ProjectSidewalk/RampNet;