Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters

Most object detection frameworks use backbone architectures originally designed for image classification, conventionally with pre-trained parameters on ImageNet. However, image classification and object detection are essentially different tasks and there is no guarantee that the optimal backbone for...

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Veröffentlicht in:	arXiv.org 2022-06
Hauptverfasser:	Jung, Harim, Oh, Myeong-Seok, Yang, Cheoljong, Lee, Seong-Whan
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Backbone Image classification Meteorological satellites Object recognition Optimization Parameters Searching
Online-Zugang:	Volltext
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