Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376624748> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W4376624748 abstract "Almond Leaf Scorch Disease (ALSD) poses a signfficant threat to almond production worldwide. Deep learning algorithms have potential to enable growers of all scales to identify infected trees using photos captured with a smart camera. This approach diagnoses faster than humans without requiring expert knowledge, does not require third-party laboratory testing (PCR), and has higher accuracy than multispectral satillite imaging. Data was collected for this work by long-term observation of Prunus dulcis L. for symptoms and validated ALSD with PCR testing. 515 images were collected. We experimented with five pre-trained convolutional neural networks: DenseNet 201, Inception V3, ResNet 101 V2, VGG 19, and Xception. DenseNet201 demonstrates that it is possible to detect ALSD versus healthy control, Red Leaf Blotch, and various other diseases with an 88.72% accuracy. These results show promise for cheap and fast detection of the disease. Future work will focus on imaging and detection of the disease in vivo." @default.
- W4376624748 created "2023-05-17" @default.
- W4376624748 creator A5000190986 @default.
- W4376624748 creator A5002659764 @default.
- W4376624748 creator A5019571460 @default.
- W4376624748 creator A5068481146 @default.
- W4376624748 creator A5091951410 @default.
- W4376624748 date "2022-09-01" @default.
- W4376624748 modified "2023-09-25" @default.
- W4376624748 title "Detection of Almond Leaf Scorch with Artificial Intelligence for the Agriculture Industry" @default.
- W4376624748 doi "https://doi.org/10.1109/ai4i54798.2022.00007" @default.
- W4376624748 hasPublicationYear "2022" @default.
- W4376624748 type Work @default.
- W4376624748 citedByCount "0" @default.
- W4376624748 crossrefType "proceedings-article" @default.
- W4376624748 hasAuthorship W4376624748A5000190986 @default.
- W4376624748 hasAuthorship W4376624748A5002659764 @default.
- W4376624748 hasAuthorship W4376624748A5019571460 @default.
- W4376624748 hasAuthorship W4376624748A5068481146 @default.
- W4376624748 hasAuthorship W4376624748A5091951410 @default.
- W4376624748 hasConcept C108583219 @default.
- W4376624748 hasConcept C144027150 @default.
- W4376624748 hasConcept C153180895 @default.
- W4376624748 hasConcept C154945302 @default.
- W4376624748 hasConcept C173163844 @default.
- W4376624748 hasConcept C197321923 @default.
- W4376624748 hasConcept C2908995860 @default.
- W4376624748 hasConcept C2944601119 @default.
- W4376624748 hasConcept C41008148 @default.
- W4376624748 hasConcept C81363708 @default.
- W4376624748 hasConcept C86803240 @default.
- W4376624748 hasConceptScore W4376624748C108583219 @default.
- W4376624748 hasConceptScore W4376624748C144027150 @default.
- W4376624748 hasConceptScore W4376624748C153180895 @default.
- W4376624748 hasConceptScore W4376624748C154945302 @default.
- W4376624748 hasConceptScore W4376624748C173163844 @default.
- W4376624748 hasConceptScore W4376624748C197321923 @default.
- W4376624748 hasConceptScore W4376624748C2908995860 @default.
- W4376624748 hasConceptScore W4376624748C2944601119 @default.
- W4376624748 hasConceptScore W4376624748C41008148 @default.
- W4376624748 hasConceptScore W4376624748C81363708 @default.
- W4376624748 hasConceptScore W4376624748C86803240 @default.
- W4376624748 hasLocation W43766247481 @default.
- W4376624748 hasOpenAccess W4376624748 @default.
- W4376624748 hasPrimaryLocation W43766247481 @default.
- W4376624748 hasRelatedWork W2731899572 @default.
- W4376624748 hasRelatedWork W2732542196 @default.
- W4376624748 hasRelatedWork W2738221750 @default.
- W4376624748 hasRelatedWork W2915754718 @default.
- W4376624748 hasRelatedWork W3091976719 @default.
- W4376624748 hasRelatedWork W3133861977 @default.
- W4376624748 hasRelatedWork W3156786002 @default.
- W4376624748 hasRelatedWork W4312417841 @default.
- W4376624748 hasRelatedWork W4321369474 @default.
- W4376624748 hasRelatedWork W564581980 @default.
- W4376624748 isParatext "false" @default.
- W4376624748 isRetracted "false" @default.
- W4376624748 workType "article" @default.