Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208270639> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3208270639 abstract "The tomato crop is the most common vegetable plant in the Indian market which is economically valuable and cultivated in enormous volumes. The productivity diminishes to large scale due to diseases caused by pests, and pathogens. The tomato diseases are of different forms that affect plant's root, stem, leaves and so on. Monitoring the tomato crops for detection of diseases plays a crucial role in optimum production. The existing method for detecting tomato leaf diseases is simply the visual observation by agricultural experts and plant pathologists. It is time consuming and also costs high. Sometimes, they often fail to diagnose specific diseases leading to inaccurate assumptions. The proposed method uses Convolutional Neural Network to identify the diseases of tomato leaves with the help of features that are extracted from the images. It implements three different CNN architectures and experimented with three different Optimizers. One of the CNN architecture is LeNet, it achieves an accuracy of around 90-92%. Other architecture is AlexNet where it achieves an accuracy of around 92-97%.The third architecture is VGG16, it achieves an accuracy of around 90- 94%." @default.
- W3208270639 created "2021-11-08" @default.
- W3208270639 creator A5017782826 @default.
- W3208270639 creator A5022569505 @default.
- W3208270639 creator A5052732060 @default.
- W3208270639 creator A5058575885 @default.
- W3208270639 date "2021-01-01" @default.
- W3208270639 modified "2023-10-18" @default.
- W3208270639 title "Investigation and comparison of different CNN architectures on tomato leaf disease prediction using deep learning" @default.
- W3208270639 cites W1597793043 @default.
- W3208270639 cites W1959279583 @default.
- W3208270639 cites W2058715873 @default.
- W3208270639 cites W2167828202 @default.
- W3208270639 cites W2289529415 @default.
- W3208270639 cites W2473156356 @default.
- W3208270639 cites W2536452926 @default.
- W3208270639 cites W2557371538 @default.
- W3208270639 cites W2733343268 @default.
- W3208270639 cites W2789255992 @default.
- W3208270639 cites W3100931193 @default.
- W3208270639 doi "https://doi.org/10.1063/5.0068638" @default.
- W3208270639 hasPublicationYear "2021" @default.
- W3208270639 type Work @default.
- W3208270639 sameAs 3208270639 @default.
- W3208270639 citedByCount "4" @default.
- W3208270639 countsByYear W32082706392023 @default.
- W3208270639 crossrefType "proceedings-article" @default.
- W3208270639 hasAuthorship W3208270639A5017782826 @default.
- W3208270639 hasAuthorship W3208270639A5022569505 @default.
- W3208270639 hasAuthorship W3208270639A5052732060 @default.
- W3208270639 hasAuthorship W3208270639A5058575885 @default.
- W3208270639 hasBestOaLocation W32082706391 @default.
- W3208270639 hasConcept C108583219 @default.
- W3208270639 hasConcept C119857082 @default.
- W3208270639 hasConcept C121332964 @default.
- W3208270639 hasConcept C123657996 @default.
- W3208270639 hasConcept C127413603 @default.
- W3208270639 hasConcept C137580998 @default.
- W3208270639 hasConcept C138885662 @default.
- W3208270639 hasConcept C142362112 @default.
- W3208270639 hasConcept C150903083 @default.
- W3208270639 hasConcept C153180895 @default.
- W3208270639 hasConcept C153349607 @default.
- W3208270639 hasConcept C154945302 @default.
- W3208270639 hasConcept C171078966 @default.
- W3208270639 hasConcept C2778755073 @default.
- W3208270639 hasConcept C2984842247 @default.
- W3208270639 hasConcept C2993120057 @default.
- W3208270639 hasConcept C3019235130 @default.
- W3208270639 hasConcept C41008148 @default.
- W3208270639 hasConcept C41895202 @default.
- W3208270639 hasConcept C62520636 @default.
- W3208270639 hasConcept C6557445 @default.
- W3208270639 hasConcept C81363708 @default.
- W3208270639 hasConcept C86803240 @default.
- W3208270639 hasConcept C88463610 @default.
- W3208270639 hasConceptScore W3208270639C108583219 @default.
- W3208270639 hasConceptScore W3208270639C119857082 @default.
- W3208270639 hasConceptScore W3208270639C121332964 @default.
- W3208270639 hasConceptScore W3208270639C123657996 @default.
- W3208270639 hasConceptScore W3208270639C127413603 @default.
- W3208270639 hasConceptScore W3208270639C137580998 @default.
- W3208270639 hasConceptScore W3208270639C138885662 @default.
- W3208270639 hasConceptScore W3208270639C142362112 @default.
- W3208270639 hasConceptScore W3208270639C150903083 @default.
- W3208270639 hasConceptScore W3208270639C153180895 @default.
- W3208270639 hasConceptScore W3208270639C153349607 @default.
- W3208270639 hasConceptScore W3208270639C154945302 @default.
- W3208270639 hasConceptScore W3208270639C171078966 @default.
- W3208270639 hasConceptScore W3208270639C2778755073 @default.
- W3208270639 hasConceptScore W3208270639C2984842247 @default.
- W3208270639 hasConceptScore W3208270639C2993120057 @default.
- W3208270639 hasConceptScore W3208270639C3019235130 @default.
- W3208270639 hasConceptScore W3208270639C41008148 @default.
- W3208270639 hasConceptScore W3208270639C41895202 @default.
- W3208270639 hasConceptScore W3208270639C62520636 @default.
- W3208270639 hasConceptScore W3208270639C6557445 @default.
- W3208270639 hasConceptScore W3208270639C81363708 @default.
- W3208270639 hasConceptScore W3208270639C86803240 @default.
- W3208270639 hasConceptScore W3208270639C88463610 @default.
- W3208270639 hasLocation W32082706391 @default.
- W3208270639 hasOpenAccess W3208270639 @default.
- W3208270639 hasPrimaryLocation W32082706391 @default.
- W3208270639 hasRelatedWork W2279398222 @default.
- W3208270639 hasRelatedWork W2337926734 @default.
- W3208270639 hasRelatedWork W2470368200 @default.
- W3208270639 hasRelatedWork W2732542196 @default.
- W3208270639 hasRelatedWork W2738221750 @default.
- W3208270639 hasRelatedWork W2915754718 @default.
- W3208270639 hasRelatedWork W3156786002 @default.
- W3208270639 hasRelatedWork W4299822940 @default.
- W3208270639 hasRelatedWork W4311257506 @default.
- W3208270639 hasRelatedWork W564581980 @default.
- W3208270639 isParatext "false" @default.
- W3208270639 isRetracted "false" @default.
- W3208270639 magId "3208270639" @default.
- W3208270639 workType "article" @default.