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Blackgram Plant Leaves Disease Detection

88 Citations2023
P. Mathiyalagan, Riddhi. D, M. Kalpana
2023 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)

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Abstract

Agriculture is an essential sector that provides direct and indirect to economic growth. New technologies are constantly developing according to the changes and demands from the Agricultural sector. It is more important to conduct routine crop monitoring to identify diseases in their early stages and enhance crop yields. Black gram, a vital pulse crop cultivated across the nation, leads to annual financial losses for farmers as it is vulnerable to various diseases that impact crop yields. The diseases commonly detected and frequently observed are Anthracnose, Powdery Mildew, and Yellow-mosaic. If this crop is affected due to diseases, this will not only affect the agricultural sector but also affect people's health like developing allergies and in most severe cases can also cause food poisoning. Early detection of such diseases will prevent the loss of crop yield. The various diseases require different treatments so it is important to identify the diseases more accurately. We strongly believe that we can significantly contribute to the society in developing a healthy lifestyle and to the agricultural industry in producing quality products.