DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN
Abstract & Details
Research Area
COMPUTER SCIENCE
Keywords
leaf disease detection
neural network
convolution
LeNet
Abstract
Presently a-days crops have been an indispensable in food utilization so to keep up with the yields that are solid and can be devoured, we need to identify the harvest leaves that are not influenced through sickness and we have utilized The tomato crop is a critical staple in the Indian market with high business regard and is conveyed in huge sums. Ailments are badly designed to the plant's prosperity which in this manner impacts its turn of events. To ensure irrelevant mishaps to the created yield, it is critical to manage its turn of events. There are different sorts of tomato ailments that attention on the yield's leaf at an upsetting rate. This paper gets a slight assortment of the convolutional neural association model called Le net to recognize a lot contaminations in tomato leaves. The essential mark of the proposed work is to find a response for the issue of tomato leaf disease area using the least demanding system while using min-imal preparing resources for achieve results comparable to top tier techniques. Neural association models use modified remember extraction to help for the request for the information picture into singular ailment classes. This proposed system has achieved a typical accuracy of 94-95% appearance the reasonableness of the neural association approach a lot under unfavorable
License
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Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | ADVAITH NARAYAN | DAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT |
| 2 | NOEL JOHN | DAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT |
| 3 | PRAPULLA CHANDRA C | DAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT |
| 4 | VIJETH NAGESH NAIK | DAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT |
How to Cite
Use the following formats to cite this article in your research.
APA Style
NARAYAN, ADVAITH, JOHN, NOEL, C, PRAPULLA CHANDRA, & NAIK, VIJETH NAGESH (2021). DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN. International Journal of Advance Research and Innovative Ideas In Education, 7(4), 1111-1118.
MLA Style
NARAYAN, ADVAITH, et al. "DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 4, 2021, pp. 1111-1118.
IEEE Style
ADVAITH NARAYAN, NOEL JOHN, PRAPULLA CHANDRA C, and VIJETH NAGESH NAIK, "DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 4, pp. 1111-1118, 2021.
Vancouver Style
NARAYAN ADVAITH, JOHN NOEL, C PRAPULLA CHANDRA, NAIK VIJETH NAGESH. DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(4):1111-1118.
Harvard Style
NARAYAN, ADVAITH, JOHN, NOEL, C, PRAPULLA CHANDRA, & NAIK, VIJETH NAGESH (2021) 'DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN', International Journal of Advance Research and Innovative Ideas In Education, 7(4), pp. 1111-1118.
Chicago Style
NARAYAN, ADVAITH, et al. "DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN." International Journal of Advance Research and Innovative Ideas In Education 7, no. 4 (2021): 1111-1118.
Turabian Style
NARAYAN, ADVAITH, et al. "DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN." International Journal of Advance Research and Innovative Ideas In Education 7, no. 4 (2021): 1111-1118.
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