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Weed Detection and Segmentation Using Deep Learning: WDS using DL - Softcover

Naresh, V . S.

 
9786206791980: Weed Detection and Segmentation Using Deep Learning: WDS using DL
Softcover
ISBN 10: 620679198X ISBN 13: 9786206791980
Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

In the recent times, where the automation systems has gained the highest priority to digitalize the world, the field of agriculture plays a major role in the growth of Indian economy. Weed plant detection and segmentation is a new research problem in the field of agriculture. In this paper we present a weed segmentation module. Weed classification module needs image processing task to be performed in order to detect the existence neural network to process the image and various classifiers such as random forest, Decision tree, SVM are used to classify the image the segmentation module makes use of U-Net architecture and Dense CRF is used for post processing in order to make boundaries of object more clear. The performance of the classifiers are measured using standard evaluation metrics.

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Über die Autorin bzw. den Autor

Vankamamidi Srinivasa Naresh trabalha atualmente como Reitor (Investigação e Desenvolvimento) e Professor no Departamento de Informática e Engenharia, Sri Vasavi Engineering College, Andhra Pradesh, Índia. Tem uma experiência de ensino de mais de 22 anos. Recebeu o prémio STATE Best Teacher and Researcher Award do Governo de Andhra Pradesh

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
620679198X
ISBN 13 
9786206791980
Einband
Taschenbuch
Anzahl der Seiten
72
Kontakt zum Hersteller
Alphascript Publishing
customerservice@vdm-vsg.de

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