High-resolution processing and sigmoid fusion modules for efficient detection of small objects in an embedded system

Abstract Recent advances in deep learning realized accurate, robust detection of various types of objects including pedestrians on the road, defect regions in the manufacturing process, human organs in medical images, and dangerous materials passing through the airport checkpoint. Specifically, smal...

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Bibliographic Details
Main Authors: Mingi Kim, Heegwang Kim, Junghoon Sung, Chanyeong Park, Joonki Paik
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-27189-5