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Discussion Fig 6 as well as the test accuracy of 95.31% and balanced accuracy of 97.66% indicate the performance of the model. It accurately predicts whether a cucumber or its leaves are healthy or diseased with Anthracnose, Bacterial Wilt, Belly Rot, Downy Mildew, Pythium Fruit Rot or Gummy Stem Blight. The observed outcomes can largely be attributed to the inherent complexity of the VGG19 model.
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