Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366269364> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4366269364 endingPage "012049" @default.
- W4366269364 startingPage "012049" @default.
- W4366269364 abstract "Abstract Because of the problems such as the long work cycle and manual efficiency faced by the traditional manual inspection and video monitoring inspection methods of substations, this paper proposes an electrical equipment identification algorithm that improves the Fast RCNN network to realize automatic identification and positioning of electrical equipment. We used affine transformation, background fusion, hue and saturation change, clipping and filling methods to enrich images and change the feature extraction network from VGG16 to ResNet50 with residual structure so that the feature extraction network can focus on specific anchor frames, and then used K-means clustering algorithm in the regional recommendation network to increase the convergence speed of the model, in this way, the improved anchoring height-to-width ratio is more suitable for detecting the image of power equipment. The experimental simulation shows that the average detection accuracy of the improved model is better than that of the original model, with the average accuracy mAP reaching 90.04%, and the image detection speed reaching 11 frames/second." @default.
- W4366269364 created "2023-04-20" @default.
- W4366269364 creator A5006655272 @default.
- W4366269364 creator A5027182487 @default.
- W4366269364 creator A5043499900 @default.
- W4366269364 creator A5060030000 @default.
- W4366269364 date "2023-04-01" @default.
- W4366269364 modified "2023-10-01" @default.
- W4366269364 title "Research on Transformer Equipment Identification Based on Improved Fast RCNN Algorithm" @default.
- W4366269364 doi "https://doi.org/10.1088/1742-6596/2477/1/012049" @default.
- W4366269364 hasPublicationYear "2023" @default.
- W4366269364 type Work @default.
- W4366269364 citedByCount "0" @default.
- W4366269364 crossrefType "journal-article" @default.
- W4366269364 hasAuthorship W4366269364A5006655272 @default.
- W4366269364 hasAuthorship W4366269364A5027182487 @default.
- W4366269364 hasAuthorship W4366269364A5043499900 @default.
- W4366269364 hasAuthorship W4366269364A5060030000 @default.
- W4366269364 hasBestOaLocation W43662693641 @default.
- W4366269364 hasConcept C11413529 @default.
- W4366269364 hasConcept C119599485 @default.
- W4366269364 hasConcept C127413603 @default.
- W4366269364 hasConcept C138885662 @default.
- W4366269364 hasConcept C154945302 @default.
- W4366269364 hasConcept C155512373 @default.
- W4366269364 hasConcept C165801399 @default.
- W4366269364 hasConcept C202444582 @default.
- W4366269364 hasConcept C2776848632 @default.
- W4366269364 hasConcept C31972630 @default.
- W4366269364 hasConcept C33923547 @default.
- W4366269364 hasConcept C41008148 @default.
- W4366269364 hasConcept C41895202 @default.
- W4366269364 hasConcept C52622490 @default.
- W4366269364 hasConcept C66322947 @default.
- W4366269364 hasConcept C73555534 @default.
- W4366269364 hasConcept C92757383 @default.
- W4366269364 hasConceptScore W4366269364C11413529 @default.
- W4366269364 hasConceptScore W4366269364C119599485 @default.
- W4366269364 hasConceptScore W4366269364C127413603 @default.
- W4366269364 hasConceptScore W4366269364C138885662 @default.
- W4366269364 hasConceptScore W4366269364C154945302 @default.
- W4366269364 hasConceptScore W4366269364C155512373 @default.
- W4366269364 hasConceptScore W4366269364C165801399 @default.
- W4366269364 hasConceptScore W4366269364C202444582 @default.
- W4366269364 hasConceptScore W4366269364C2776848632 @default.
- W4366269364 hasConceptScore W4366269364C31972630 @default.
- W4366269364 hasConceptScore W4366269364C33923547 @default.
- W4366269364 hasConceptScore W4366269364C41008148 @default.
- W4366269364 hasConceptScore W4366269364C41895202 @default.
- W4366269364 hasConceptScore W4366269364C52622490 @default.
- W4366269364 hasConceptScore W4366269364C66322947 @default.
- W4366269364 hasConceptScore W4366269364C73555534 @default.
- W4366269364 hasConceptScore W4366269364C92757383 @default.
- W4366269364 hasIssue "1" @default.
- W4366269364 hasLocation W43662693641 @default.
- W4366269364 hasOpenAccess W4366269364 @default.
- W4366269364 hasPrimaryLocation W43662693641 @default.
- W4366269364 hasRelatedWork W1502265686 @default.
- W4366269364 hasRelatedWork W1978592663 @default.
- W4366269364 hasRelatedWork W1984832344 @default.
- W4366269364 hasRelatedWork W2024152175 @default.
- W4366269364 hasRelatedWork W2043414197 @default.
- W4366269364 hasRelatedWork W2100100476 @default.
- W4366269364 hasRelatedWork W2118414105 @default.
- W4366269364 hasRelatedWork W2348311100 @default.
- W4366269364 hasRelatedWork W2586103959 @default.
- W4366269364 hasRelatedWork W48307919 @default.
- W4366269364 hasVolume "2477" @default.
- W4366269364 isParatext "false" @default.
- W4366269364 isRetracted "false" @default.
- W4366269364 workType "article" @default.