Multiple Labels for the Same Object

0

Hello,

For a model that has two different classes, rust and scratches, and there happened to be a rusty scratch, would it confuse the model to annotate the same spot with both classes?

Let me know if you need more clarification.

I appreciate the thoughts!

Matt

질문됨 3년 전217회 조회
2개 답변
0

What API or feature is this referring to? Is the label referring to Rekognition Custom Labels?

AWS
답변함 3년 전
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Hi MattSolarVox,

Our models are capable of handling the situation of multiple labels being assigned to the same region where multiple labels apply. As a practical matter, for your example, ideally the region would be a good example of both labels, i.e. it looks like rust, and looks like scratches, when considered separately. In that case the model should learn the relevant information for both. It would depend on your data though.

Thanks,
ChristianDAtAWS

AWS
답변함 3년 전

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