Plant Leaf Disease Detection using ML Techniques

SHASHANK SHEKHAR SINGH; Vipin Dwivedi; Vishwabandhu Saah

Plant Leaf Disease Detection using ML Techniques

May 2022

Vol-8, Issue-3

Paper ID: 16793

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science and Engineering

Keywords

Plant Leaf disease Leaf Disease Plant Disease Plant Disease Detection Plant Leaf Disease Detection Plant Leaf Disease Prediction Leaf Disease Prediction Classification Feature Extraction Image Global Features Image Processing Machine Learning.

Abstract

India is a nation of agriculture and over 70 percent of our population relies on farming. A portion of our national revenue comes from agriculture. Agriculturalists are facing losses due to various crop diseases and it becomes tedious for cultivators to monitor the crop regularly when the cultivated area is huge. Se plant disease detection is important in the algorithms in the culture field. Timely and accurate disease detection is important for the loss caused due to crop diseases which affect adversely crop quality and yield. Early diagnosis and intervention can reduce the loss of plants due to disease and reduce unnecessary drug usage. Earlier, automatic detection of plant disease was performed by image processing. Image processing tools and the machine learning mechanism are proposed for disease detection and classification. Crop disease will be detected through various stages of image processing such as image acquisition, pre-processing of image feature extraction, feature classification, disease prediction, and, fertilizer recommendation. detection of disease is important because it will help farmers to provide the proper solution to prevent these diseases.

License

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Author Information

#	Name	Institute / Affiliation
1	SHASHANK SHEKHAR SINGH	Raj Kumar Goel Institute of Technology
2	Vipin Dwivedi	Raj Kumar Goel Institute of Technology
3	Vishwabandhu Saah	Raj Kumar Goel Institute of Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

SINGH, SHASHANK SHEKHAR, Dwivedi, Vipin, & Saah, Vishwabandhu (2022). Plant Leaf Disease Detection using ML Techniques. International Journal of Advance Research and Innovative Ideas In Education, 8(3), 1399-1403.

MLA Style

SINGH, SHASHANK SHEKHAR, et al. "Plant Leaf Disease Detection using ML Techniques." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, 2022, pp. 1399-1403.

IEEE Style

SHASHANK SHEKHAR SINGH, Vipin Dwivedi, and Vishwabandhu Saah, "Plant Leaf Disease Detection using ML Techniques," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, pp. 1399-1403, 2022.

Vancouver Style

SINGH SHASHANK SHEKHAR, Dwivedi Vipin, Saah Vishwabandhu. Plant Leaf Disease Detection using ML Techniques. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(3):1399-1403.

Harvard Style

SINGH, SHASHANK SHEKHAR, Dwivedi, Vipin, & Saah, Vishwabandhu (2022) 'Plant Leaf Disease Detection using ML Techniques', International Journal of Advance Research and Innovative Ideas In Education, 8(3), pp. 1399-1403.

Chicago Style

SINGH, SHASHANK SHEKHAR, Vipin Dwivedi, and Vishwabandhu Saah. "Plant Leaf Disease Detection using ML Techniques." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 1399-1403.

Turabian Style

SINGH, SHASHANK SHEKHAR, Vipin Dwivedi, and Vishwabandhu Saah. "Plant Leaf Disease Detection using ML Techniques." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 1399-1403.