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During annotations it is important to find the ideal feature size. This value determines the size of the defects the model is able to reliably find. To find out more, open the following page Feature Size (TODO)
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Very small feature size on big defects is allowed but not ideal for performance and reliability. |
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This way the model learns how empty images look and therefore it should improve detection accuracy.
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Auto-annotations
To speed up the annotation process, there is a possibility to train a model on a small number of annotations first and then use the predictions of this model to quickly make more annotations for further training.
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