Research papers · Posted 2024.04.08 · Preprint

CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing

CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing

Overview

The method automatically selects relevance thresholds for image retrieval driven by natural-language prompts. It balances false positives and missed relevant images, with a fallback when assumptions fail, supporting automated-driving perception test-data selection.

Version: v2

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