My vision model was confidently wrong about a plate.
中文摘要
视觉模型在处理模糊字符时，高置信度并不代表准确，这说明置信度分数在特定领域并未经过校准。
English Summary
A vision model's high confidence scores were inaccurate due to ambiguous glyphs, proving confidence isn't always calibrated in certain domains.
原文节选
A nightly vision pipeline taught me that a confidence score isn’t calibrated in domains with ambiguous glyphs. Here’s the trigger, and the… Continue reading on Medium »