SHAP-guided edits to synthetic 3D vehicle models improved infrared vehicle detection mAP50 from 94.6% to 96.1%, though the gain is not shown to be independent of test-set inspection.
Narrowing the Semantic Gap Between Real and Synthetic Data
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Improving Object Detection by Modifying Synthetic Data with Explainable AI
SHAP-guided edits to synthetic 3D vehicle models improved infrared vehicle detection mAP50 from 94.6% to 96.1%, though the gain is not shown to be independent of test-set inspection.