Improve YOLOv3 using dilated spatial pyramid module for multi-scale object detection

Effectively and efficiently recognizing multi-scale objects is one of the key challenges of utilizing deep convolutional neural network to the object detection field. YOLOv3 (You only look once v3) is the state-of-the-art object detector with good performance in both aspects of accuracy and speed; h...

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Bibliographic Details
Main Authors: Xiaoguo Zhang, Ye Gao, Huiqing Wang, Qing Wang
Format: Article
Language:English
Published: SAGE Publishing 2020-07-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881420936062