DETECTION AND CLASSIFICATION OF FRUIT DISEASE USING MACHINE LEARNING

DETECTION AND CLASSIFICATION OF FRUIT DISEASE USING MACHINE LEARNING

Registration ID: IJNRD_222273

Published ID: IJNRD2405654

DOI: Click Here to Get

P.AKSHAYA , N.AKSHAYA , V.PRAVEEN , B.VIKAS , N.VENKATESWARAN, R JEGADEESAN

Preprocessing, Feature extraction, CNN

Inthe country like India, agriculture is the backbone of the overall GDP. This Horticulture has become one of the important source of economy for the country and even the farmers. Farmers will see much losses because of not identifying the diseases at early stage. Relying on pure naked-eye observation to detect and classifying diseases can be expensive for various Fruit diseases. It posess a great threat to the agricultural sector by reducing the life of the plants. In Agriculture field also image processing plays a very important role in identifying any disease of the Fruit and grading the quality of the fruit. Identification of the Fruit diseases will help in preventing the losses in the yieldand quantity of the agricultural product. The studies of the Fruit diseases mean the studies of visually observable patterns seen on the Fruit. Health monitoring and disease detection on Fruit is very critical for sustainable agriculture. It is not easy to monitor the fruit diseases manually. In this project, we have implemented the methods for the detection of Fruit diseases using the images of the fruit.

Published Paper   E-Certificate

"DETECTION AND CLASSIFICATION OF FRUIT DISEASE USING MACHINE LEARNING", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 5, page no.g486-g493, May-2024, Available :https://ijnrd.org/papers/IJNRD2405654.pdf

Volume 9 Issue 5, May-2024

Pages : g486-g493

Paper Reg. ID: IJNRD_222273

Published Paper Id: IJNRD2405654

Downloads: 000121120

Research Area: Engineering

Country: -, -, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2405654.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2405654

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

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