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Title: :  DETECTION OF DISEASES IN PLANT LEAVES USING GABOR FILTER FEATURE EXTRACTION AND CNN
PaperId: :  15020
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 4 2021
DUI:    16.0415/IJARIIE-15020
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
ADVAITH NARAYANDAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT
NOEL JOHN DAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT
PRAPULLA CHANDRA CDAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT
VIJETH NAGESH NAIKDAYANANDHA SAGAR ACADEMY OF TECHNOLGY AND MANAGEMENT

Abstract

COMPUTER SCIENCE
leaf disease detection, neural network, convolution, LeNet
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

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IJARIIE 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 Volume 7 Issue 4 2021 Page 1111-1118
MLA 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 7.4(2021) : 1111-1118.
APA ADVAITH NARAYAN, NOEL JOHN , PRAPULLA CHANDRA C, & VIJETH NAGESH NAIK. (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.
Chicago 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 7, no. 4 (2021) : 1111-1118.
Oxford 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, 2021, p. 1111-1118. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/DETECTION_OF_DISEASES_IN_PLANT_LEAVES_USING_GABOR_FILTER_FEATURE_EXTRACTION_AND_CNN_ijariie15020.pdf (Accessed : 11 May 2024).
Harvard ADVAITH NARAYAN, NOEL JOHN , PRAPULLA CHANDRA C, and VIJETH NAGESH NAIK. (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. 1111-1118IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/DETECTION_OF_DISEASES_IN_PLANT_LEAVES_USING_GABOR_FILTER_FEATURE_EXTRACTION_AND_CNN_ijariie15020.pdf (Accessed : 11 May 2024)
IEEE 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, Jul-Aug 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/DETECTION_OF_DISEASES_IN_PLANT_LEAVES_USING_GABOR_FILTER_FEATURE_EXTRACTION_AND_CNN_ijariie15020.pdf [Accessed : 11 May 2024].
Turabian 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 [Online]. volume 7 number 4 (11 May 2024).
Vancouver 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 [Internet]. 2021 [Cited : 11 May 2024]; 7(4) : 1111-1118. Available from: https://ijariie.com/AdminUploadPdf/DETECTION_OF_DISEASES_IN_PLANT_LEAVES_USING_GABOR_FILTER_FEATURE_EXTRACTION_AND_CNN_ijariie15020.pdf
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