Research on Fine-Grained Image Recognition of Birds Based on Improved YOLOv5

Birds play a vital role in maintaining biodiversity. Accurate identification of bird species is essential for conducting biodiversity surveys. However, fine-grained image recognition of birds encounters challenges due to large within-class differences and small inter-class differences. To solve this...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Xiaomei Yi, Cheng Qian, Peng Wu, Brian Tapiwanashe Maponde, Tengteng Jiang, Wenying Ge
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	bird identification fine-grained part-based YOLOv5 Res2Net-CBAM
Online Access:	https://www.mdpi.com/1424-8220/23/19/8204