Python based Expert System for Mango crop Disease Detection using Random Forest

Authors

  • K. Hemalatha, K. Hema

Abstract

Agriculture is one of the major contributions in Indian economy. In rural India 70% of the people are depending on Agriculture. The Andhra Pradesh state is also agro based and stands to be top in our country. Mango is an important crop that generate substantial revenue to farmers through domestic consumption and through the exports to other countries.As Mango crop is contributing more economy, proper care should be taken for the quality production. Proper Disease Detection in mango crop is necessary to increase the productivity and Quality. Hence, in this study various images of Mango leaves with different diseases are considered for the study. An expert system is developed using python to detect the disease occurred to the mango plant. Random Forest Classifier is used to classify the disease infected mango leaves images. The expert system is able to detect the particular disease occurred successfully with high accuracy.

Downloads

Published

2020-05-17

Issue

Section

Articles