Weed Detection and Segmentation Using Deep Learning

Language: English

Published by LAP LAMBERT Academic Publishing Okt 2023, 2023

620679198X / 9786206791980

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This item is printed on demand - Print on Demand Titel. Neuware -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.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 72 pp. Englisch.

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Bibliographic details

Title
Weed Detection and Segmentation Using Deep Learning
Author
V . S. Naresh
Publisher
LAP LAMBERT Academic Publishing Okt 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
620679198X
ISBN 13
9786206791980
Item weight
125 grams
Dimensions
220x150x5 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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