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I am trying to create a Plant diease detection model for grapes using HERMOS: An Annotated Image Dataset for Visual Detection of Grape Leaf Diseases.

I am trying to create a Plant diease detection model for grapes using HERMOS: An Annotated Image Dataset for Visual Detection of Grape Leaf Diseases. It has jpg and xml files. Each xml file has annotation details for each jpg. The data contains four classes of grapevine images; leaves with dead root, leaves with powdery mildew, leaves with downy mildew and healthy leaves. Diseased areas on the leaf pictures were labeled with the "bounding-box" method. The dataset contains a total of 914 images and 13,904 labels. Labels on the picture are stored in Pascal VOC format in an xml document with the same file name as the picture. I need your help to write the code for me. I want this to be solved through RCNN in a professional way like I can get proper metricces output, visulaization etc. Also, jpg size is not standard so better 256x256 resize could be better.

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