The NWRD Dataset: An Open-Source Annotated Segmentation Dataset of Diseased Wheat Crop

The NWRD Dataset: An Open-Source Annotated Segmentation Dataset of Diseased Wheat Crop

Wheat stripe rust disease (WRD) is extremely detrimental to wheat crop health, and it severely affects the crop yield, increasing the risk of food insecurity. Manual inspection by trained personnel is carried out to inspect the disease spread and extent of damage to wheat fields. However, this is qu...

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Bibliographic Details
Main Authors: Hirra Anwar, Saad Ullah Khan, Muhammad Mohsin Ghaffar, Muhammad Fayyaz, Muhammad Jawad Khan, Christian Weis, Norbert Wehn, Faisal Shafait
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Sensors
Subjects:
wheat stripe rust disease dataset
semantic segmentation
wheat rust segmentation
computer vision
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/15/6942

Internet

https://www.mdpi.com/1424-8220/23/15/6942

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