Ontology highlight
ABSTRACT:
SUBMITTER: Bi L
PROVIDER: S-EPMC7746658 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Frontiers in plant science 20201204
Traditionally, plant disease recognition has mainly been done visually by human. It is often biased, time-consuming, and laborious. Machine learning methods based on plant leave images have been proposed to improve the disease recognition process. Convolutional neural networks (CNNs) have been adopted and proven to be very effective. Despite the good classification accuracy achieved by CNNs, the issue of limited training data remains. In most cases, the training dataset is often small due to sig ...[more]