Computer Vision Based Deep Learning Approach for the Detection and Classification of Algae Species Using Microscopic Images

Computer Vision Based Deep Learning Approach for the Detection and Classification of Algae Species Using Microscopic Images

The natural phenomenon of harmful algae bloom (HAB) has a bad impact on the quality of pure and freshwater. It increases the risk to human health, water bodies and overall aquatic ecosystem. It is necessary to continuously monitor and perform proper action against HAB. The inspection of algae blooms...

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Bibliographic Details
Main Authors: Abdullah, Sikandar Ali, Ziaullah Khan, Ali Hussain, Ali Athar, Hee-Cheol Kim
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Water
Subjects:
HAB
algae detection
object detection
YOLO model
microscopic image
Online Access:https://www.mdpi.com/2073-4441/14/14/2219

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