MCA-YOLOv7: An Improved UAV Target Detection Algorithm Based on YOLOv7

MCA-YOLOv7: An Improved UAV Target Detection Algorithm Based on YOLOv7

Aiming at the problems of tiny targets, large target scale changes, and background information interference in target detection of UAV(Unmanned Aerial Vehicle) aerial images, a revised UAV target detection algorithm MCA-YOLOv7 based on YOLOv7 is proposed, and the algorithm advances from the followin...

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Bibliographic Details
Main Authors: Zhiyong Qin, Dike Chen, Hongyuan Wang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
UAV
object detection
YOLO
attention mechanism
context aggregation
loss function
Online Access:https://ieeexplore.ieee.org/document/10474343/

Internet

https://ieeexplore.ieee.org/document/10474343/

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