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Image Recognition of Asian Giant Hornets Based on Yolo

Zi-Yang Ye; Xuan Ji; Yu-Tong Shan; Ming-Zi Ye; Xiang-Rong Shi
As we all know, Asian Giant Hornets can cause devastating damage to the local ecological environment, so we want to help the Washington State government to prevent and control them. Our model can perform image recognition on the image data of the sighting report and give a conclusion. In addition, for the recognition of image data, we use the well-known YOLO v3 framework in the field of image recognition to train the model. YOLO V3 uses the advanced DarkNet53 network. Many papers have proven that this network has good performance. We use this model to determine whether the image is for the Asian Giant Hornets.
Select Volume / Issues:
Year:
2021
Type of Publication:
Article
Keywords:
YOLO V3; DarkNet53; Asian Giant Hornets; CNN; Machine Learning
Journal:
IJECCE
Volume:
12
Number:
4
Pages:
123-127
Month:
July
ISSN:
2249-071X
Hits: 35

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