Lightweight convolutional neural network models for semantic segmentation of in-field cotton bolls

Robotic harvesting of cotton bolls will incorporate the benefits of manual picking as well as mechanical harvesting. For robotic harvesting, in-field cotton segmentation with minimal errors is desirable which is a challenging task. In the present study, three lightweight fully convolutional neural n...

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Bibliographic Details
Main Authors: Naseeb Singh, V.K. Tewari, P.K. Biswas, L.K. Dhruw
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-06-01
Series:Artificial Intelligence in Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589721723000077