road-sign-detection

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@mervenoyann: day 2 findings on this pipeline > it works, got map@50=0.8028 on road sign detection against human annotations, with on…

X AI KOLs Timeline ↗ · 2026-06-17 Cached

Merve (@mervenoyann) shares day two findings of a pipeline using multiple small VLMs as judges for road sign detection, achieving map@50=0.8028 with only 1.3k examples. The thread compares model rejection rates and discusses dataset shrinking, super-specific prompts, and plans to generalize the library.

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