Improving YOLOv7-Tiny for Infrared and Visible Light Image Object Detection on Drones

Improving YOLOv7-Tiny for Infrared and Visible Light Image Object Detection on Drones

To address the phenomenon of many small and hard-to-detect objects in drone images, this study proposes an improved algorithm based on the YOLOv7-tiny model. The proposed algorithm assigns anchor boxes according to the aspect ratio of ground truth boxes to provide prior information on object shape f...

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Bibliographic Details
Main Authors: Shuming Hu, Fei Zhao, Huanzhang Lu, Yingjie Deng, Jinming Du, Xinglin Shen
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Remote Sensing
Subjects:
object detection
drone images
DroneVehicle dataset
YOLOv7-tiny
infrared and visible light
Online Access:https://www.mdpi.com/2072-4292/15/13/3214

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