Precision Optical Weed Removal Evaluation with Laser

Hongbo Zhang; Jia-Xing Zhong; WenJing Zhou

doi:10.1364/CLEO_AT.2023.JW2A.145

CLEO 2023
Technical Digest Series (Optica Publishing Group, 2023),
paper JW2A.145
•https://doi.org/10.1364/CLEO_AT.2023.JW2A.145

Precision Optical Weed Removal Evaluation with Laser

Hongbo Zhang, Jia-Xing Zhong, and WenJing Zhou

CLEO: Fundamental Science 2023

San Jose, CA United States
7–12 May 2023
ISBN: 978-1-957171-25-8

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Joint Poster Session II (JW2A)

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H. Zhang, J. Zhong, and W. Zhou, "Precision Optical Weed Removal Evaluation with Laser," in CLEO 2023, Technical Digest Series (Optica Publishing Group, 2023), paper JW2A.145.

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Abstract

We propose a novel optical weed removal evaluation method using laser. The Cascade RCNN deep learning method achieves 95% of localization accuracy and 80% of classification accuracy for the effectiveness of optical weed removal.

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