articleJournal Of Big DataJan 2, 2024GOLD OA

Plant disease detection and classification techniques: a comparative study of the performances

Wachemo University

Indexed incrossrefdoaj

Abstract

Abstract One of the essential components of human civilization is agriculture. It helps the economy in addition to supplying food. Plant leaves or crops are vulnerable to different diseases during agricultural cultivation. The diseases halt the growth of their respective species. Early and precise detection and classification of the diseases may reduce the chance of additional damage to the plants. The detection and classification of these diseases have become serious problems. Farmers’ typical way of predicting and classifying plant leaf diseases can be boring and erroneous. Problems may arise when attempting to predict the types of diseases manually. The inability to detect and classify plant diseases…

Citation impact

308
total citations
FWCI
165.48
Percentile
100%
References
149
Citations per year

Authors

1

Topics & keywords

Keywords
  • Artificial intelligence
  • Computer science
  • Support vector machine
  • Machine learning
  • Naive Bayes classifier
  • Artificial neural network
  • Agriculture
  • Convolutional neural network
UN Sustainable Development Goals
  • Zero hunger
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