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Add Panoramax as a third imagery domain: Bayonne (first Panoramax PS city) as a benchmark split, Lyon as a training-only city (#158)
enhancementNew feature or requestNew feature or requestStatus: Open.#159 In ProjectSidewalk/RampNet;Make RampNet rig-native for open imagery: retrain on Mapillary/Panoramax hard positives mined from multi-view consensus, precision check first
enhancementNew feature or requestNew feature or requestStatus: Open.#158 In ProjectSidewalk/RampNet;- Status: Open.#156 In ProjectSidewalk/RampNet;
- Status: Open.#151 In ProjectSidewalk/RampNet;
FAIR release of rampnet-dataset + rampnet-benchmark: DOI, full cards, Croissant 1.1/GeoCroissant/RAI, evaluation protocol, leaderboard (NSF FAIROS)
documentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requestFAIROSNSF FAIROS award: FAIR data infrastructure (2026–2029)NSF FAIROS award: FAIR data infrastructure (2026–2029)Status: Open.#150 In ProjectSidewalk/RampNet;- Status: Open.#149 In ProjectSidewalk/RampNet;
- Status: Open.#148 In ProjectSidewalk/RampNet;
model_comparison.md and curb_ramp_data_sourcing.md are too long to be read whole: split the runbooks out and generate the tables, don't trim prose
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#145 In ProjectSidewalk/RampNet;claude-opus-5 on manual_gold: recommend NOT running it alone, because the top challenger is not on that split either
questionFurther information is requestedFurther information is requestedStatus: Open.#144 In ProjectSidewalk/RampNet;- Status: Open.#143 In ProjectSidewalk/RampNet;
- Status: Open.#139 In ProjectSidewalk/RampNet;
- Status: Open.#132 In ProjectSidewalk/RampNet;