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Automated Pollen Recognition in Optical and Holographic Microscopy Images

Warshaneyan, Swarn Singh et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitioni-2-10i-2-6i-4-8i-4-9i-5-4j-3machine-learning
This study explores the application of deep learning to improve and automate pollen grain detection and classification in both optical and holographic microscopy images, with a particular focus on veterinary cytology use cases. We used YOLOv8s for object detection and MobileNetV3L for the classifica
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