A deep learning-based method for classification, detection, and localization of weeds in turfgrass.

Xiaojun Jin Muthukumar V BagavathiannanPatrick E McCulloughYong ChenJialin Yu

Published in: Pest management science (2022)

The proposed method can accurately identify the grid cells containing weeds and thus precisely locate the weeds on the input images. Overall, we conclude that the proposed method can be used in the machine vision subsystem of smart sprayers to locate weeds and make the decision for precision spraying herbicides onto the individual map cells. © 2022 Society of Chemical Industry.

Keyphrases

deep learning
induced apoptosis
cell cycle arrest
convolutional neural network
machine learning
artificial intelligence
oxidative stress
cell proliferation
optical coherence tomography