AINeutralarXiv – CS AI · 15h ago6/10
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Semantic Robustness Probing via Inpainting: An Interactive Tool for Safety-Critical Object Detection
SemProbe is a new interactive tool for testing object detection systems in safety-critical applications using semantically meaningful image corruptions rather than simple pixel-level noise. The system uses diffusion-based inpainting to generate realistic test scenarios, automatically runs model inference, and logs results as structured artifacts for safety evaluation compliance.