Matching strategy and skip-scale head configuration guideline based traffic object detection
Yi Shi,
Xin Zhang,
Changyong Xie
et al.
Abstract:The configuration of the detection head has a significant impact on detection performance. However, when the input resolution or detection scene changes, there is not a clear method for quantitatively and efficiently configuring the detection head. We find that there is a rule of matching degrees between the object scale and the detection head across different input resolutions or detection scenes by careful analysis. Based on this matching rule, we propose simple yet very effective methods for detection head … Show more
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