Malika Ratnayake
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malikanr.bsky.social
Malika Ratnayake
@malikanr.bsky.social
PhD | Research Fellow @monashuniversity.bsky.social
2024 National Geographic Explorer
Digital Technologies for Insect Monitoring | Precision Agriculture
Data Science | AI | Computer Vision

www.malikanr.com
Our algorithm, HyDaT (Hybrid Detection and Tracking), combines background subtraction with deep learning-based object detection #YOLO to accurately detect and track honeybees, even amidst environmental changes. It achieved an accuracy of 86.6% on a custom dataset.

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December 5, 2024 at 5:13 AM