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Coffee Leaf Rust Dataset

Three month Coffee Leaf Rust dataset generated by the Cyber Physical Data Collection System.

Folder structure

The data folder contains five folders (0, 1, 2, 3, 4) previously labeled by the Universidad EAFIT Biology Team, indicating the severity of the Coffee Leaf Rust development stage. The CLR development stage corresponds to the following figure:

clr_development_stage

De Melo Virginio Filho, E.; Astorga, C. Prevención y Control de la Roya del Café: Manual de Buenas Prácticas para Técnicos y Facilitadores, 1st ed.; CATIE: Turrialba, Costa Rica, 2015; p. 67.

Inside each tagged folder, there are multiple folders with the name lot_# corresponding to a # sample of a lot. This lot folder contains inside the following folders and files:

  • rgb_images: folder containing the RGB images of the corresponding plants. This folder includes another five sub-folders (0, 1, 2, 3, 4) with the CLR development stage label for each plant used to train a separate RGB model.
  • lot_#.json: file containing all the sensor information from the # lot.
  • re.jpg: Multispectral Camera with Red Edge filter picture of the corresponding lot.
  • rgn.jpg: Multispectral Camera with Red+Green+NIR picture of the corresponding lot.

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Three month Coffee Leaf Rust dataset

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