DISEASE DETECTION AND ANALYSIS OF VARIOUS LEAVES USING IMAGE PREPROCESSING TECHNIQUES

Registration ID: IJNRD_218008

Published ID: IJNRD2404629

DOI: Click Here to Get

Annepu Subhash , Appanna Sunil , Gogada Prem kumar , Kona Vineela , Doddi Deepak

Digital image processing, Foreground detection, Machine learning, Plant disease detection.

Agriculture plays a vital role in Indian economy, but owing to changing climatic conditions, crops often get affected a result agricultural yield is decreases drastically. If the condition gets worse, crops may become vulnerable to infections caused by agents. The method that can be adopted to prevent plant loss is real-time identification of plant diseases. Our proposed model provides an automatic method to determine leaf disease in a plant using a trained data set of pomegranate leaf images. The test set is used to check whether an image entered into the system contains disease or not. If not, it is considered to be healthy; otherwise, the disease of that leaf is predicted, and the prevention of plant disease is automatically proposed. Further, the rodent causing the disease is also identified with image analysis performed as certified by biologists and scientists. the accuracy of disease detection of leaf using image processing techniques can vary depending on the complexity of the disease, the data set used for training, and the environmental conditions

Published Paper   E-Certificate

Annepu Subhash, Appanna Sunil, Gogada Prem kumar, Kona Vineela, & Doddi Deepak (April-2024). DISEASE DETECTION AND ANALYSIS OF VARIOUS LEAVES USING IMAGE PREPROCESSING TECHNIQUES. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(4), g268-g272. https://ijnrd.org/papers/IJNRD2404629.pdf

Volume 9 Issue 4, April-2024

Pages : g268-g272

Paper Reg. ID: IJNRD_218008

Published Paper Id: IJNRD2404629

Downloads: 000121978

Research Area: Computer Science & Technology 

Country: Viskhapatnam, Andhara Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404629.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404629

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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