Scale-aware token-matching for transformer-based object detector

Aecheon Jung, Sungeun Hong, Yoonsuk Hyun

Abstract: Highlights•Each token independently learn scale-specific information with our token matching method.•Only small-scale information is processed separately to mitigate the heterogeneity of small objects.•Improve small objects detection by treating objects of different scales as negative samples.