Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383333670> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4383333670 abstract "In view of the problems of low efficiency, missing detection and error detection, and inability to meet the requirements of intelligent manufacturing in the way of manual detection of the surface defects of agricultural machinery rake, in order to use computer vision technology based on depth learning to replace manual detection of the surface defects of agricultural machinery rake, this paper proposes a surface defect detection algorithm based on YOLOv5. Firstly, CA attention mechanism is introduced to make the network pay more attention to important channel information and enhance the ability of feature extraction network to extract effective features; The CIoU NMS designed based on the generalized intersection ratio CIoU is used to replace the traditional non-maximum value in the original algorithm to suppress NMS and reduce the problem of missing detection; In combination with SIoU Loss and FocalL1 Loss, Focal-SIoU Loss is proposed as a bounding box loss function to reduce the negative impact of low-quality samples, accelerate the convergence speed of the model, and improve the regression effect of the model. The experimental results show that the improved model proposed in this paper has better performance and can improve the detection efficiency compared with the baseline model." @default.
- W4383333670 created "2023-07-07" @default.
- W4383333670 creator A5031955553 @default.
- W4383333670 creator A5036011098 @default.
- W4383333670 date "2023-05-26" @default.
- W4383333670 modified "2023-09-26" @default.
- W4383333670 title "Research on surface defect detection of disc harrow based on YOLOv5" @default.
- W4383333670 cites W2109255472 @default.
- W4383333670 cites W2136412191 @default.
- W4383333670 cites W2565639579 @default.
- W4383333670 cites W2963037989 @default.
- W4383333670 cites W3177052299 @default.
- W4383333670 cites W639708223 @default.
- W4383333670 doi "https://doi.org/10.1109/iciba56860.2023.10164856" @default.
- W4383333670 hasPublicationYear "2023" @default.
- W4383333670 type Work @default.
- W4383333670 citedByCount "0" @default.
- W4383333670 crossrefType "proceedings-article" @default.
- W4383333670 hasAuthorship W4383333670A5031955553 @default.
- W4383333670 hasAuthorship W4383333670A5036011098 @default.
- W4383333670 hasConcept C115961682 @default.
- W4383333670 hasConcept C119857082 @default.
- W4383333670 hasConcept C124101348 @default.
- W4383333670 hasConcept C127162648 @default.
- W4383333670 hasConcept C127413603 @default.
- W4383333670 hasConcept C138885662 @default.
- W4383333670 hasConcept C146978453 @default.
- W4383333670 hasConcept C147037132 @default.
- W4383333670 hasConcept C153180895 @default.
- W4383333670 hasConcept C154945302 @default.
- W4383333670 hasConcept C2776401178 @default.
- W4383333670 hasConcept C2778855872 @default.
- W4383333670 hasConcept C41008148 @default.
- W4383333670 hasConcept C41895202 @default.
- W4383333670 hasConcept C50644808 @default.
- W4383333670 hasConcept C52622490 @default.
- W4383333670 hasConcept C63584917 @default.
- W4383333670 hasConcept C64543145 @default.
- W4383333670 hasConcept C76155785 @default.
- W4383333670 hasConcept C78519656 @default.
- W4383333670 hasConceptScore W4383333670C115961682 @default.
- W4383333670 hasConceptScore W4383333670C119857082 @default.
- W4383333670 hasConceptScore W4383333670C124101348 @default.
- W4383333670 hasConceptScore W4383333670C127162648 @default.
- W4383333670 hasConceptScore W4383333670C127413603 @default.
- W4383333670 hasConceptScore W4383333670C138885662 @default.
- W4383333670 hasConceptScore W4383333670C146978453 @default.
- W4383333670 hasConceptScore W4383333670C147037132 @default.
- W4383333670 hasConceptScore W4383333670C153180895 @default.
- W4383333670 hasConceptScore W4383333670C154945302 @default.
- W4383333670 hasConceptScore W4383333670C2776401178 @default.
- W4383333670 hasConceptScore W4383333670C2778855872 @default.
- W4383333670 hasConceptScore W4383333670C41008148 @default.
- W4383333670 hasConceptScore W4383333670C41895202 @default.
- W4383333670 hasConceptScore W4383333670C50644808 @default.
- W4383333670 hasConceptScore W4383333670C52622490 @default.
- W4383333670 hasConceptScore W4383333670C63584917 @default.
- W4383333670 hasConceptScore W4383333670C64543145 @default.
- W4383333670 hasConceptScore W4383333670C76155785 @default.
- W4383333670 hasConceptScore W4383333670C78519656 @default.
- W4383333670 hasLocation W43833336701 @default.
- W4383333670 hasOpenAccess W4383333670 @default.
- W4383333670 hasPrimaryLocation W43833336701 @default.
- W4383333670 hasRelatedWork W2016461833 @default.
- W4383333670 hasRelatedWork W2146076056 @default.
- W4383333670 hasRelatedWork W2546942002 @default.
- W4383333670 hasRelatedWork W2811390910 @default.
- W4383333670 hasRelatedWork W3112902258 @default.
- W4383333670 hasRelatedWork W3131127372 @default.
- W4383333670 hasRelatedWork W3156328652 @default.
- W4383333670 hasRelatedWork W3197089899 @default.
- W4383333670 hasRelatedWork W4210510793 @default.
- W4383333670 hasRelatedWork W4322727030 @default.
- W4383333670 isParatext "false" @default.
- W4383333670 isRetracted "false" @default.
- W4383333670 workType "article" @default.