Comparative analysis of deep learning models for sheep detection in aerial imagery
This research evaluates You Look Only Once - YOLOv5, YOLO-NAS, and Detection Transformer (DETR) and provides a thorough evaluation of deep learning models for sheep identification in aerial pictures. A carefully selected collection of 4,212 aerial photos of sheep in various environments was used to...
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| Main Authors: | , , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2024
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/115359/7/115359_Comparative_Analysis_of_Deep_Learning_Models_for_Sheep_Detection_in_Aerial_Imagery.pdf http://irep.iium.edu.my/115359/13/115359_Comparative%20Analysis%20of%20Deep%20Learning%20Models%20for%20Sheep%20Detection%20in%20Aerial%20Imagery_Scopus.pdf http://irep.iium.edu.my/115359/ https://ieeexplore-ieee-org.ezlib.iium.edu.my/document/10652292 |
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