Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural Network
In order to improve the classification effect of the 3D CAD model, this paper combines the knowledge recognition algorithm of convolutional neural network to construct the 3D CAD model classification model. Moreover, this paper analyzes the application of the convolutional neural network algorithm i...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/1794571 |
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| _version_ | 1849305146215890944 |
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| author | Weiwei Wang Dandan Sun |
| author_facet | Weiwei Wang Dandan Sun |
| author_sort | Weiwei Wang |
| collection | DOAJ |
| description | In order to improve the classification effect of the 3D CAD model, this paper combines the knowledge recognition algorithm of convolutional neural network to construct the 3D CAD model classification model. Moreover, this paper analyzes the application of the convolutional neural network algorithm in the classification of 3D CAD models, improves the knowledge recognition algorithm, and builds the basic structure of the convolutional neural network. In addition, this paper builds an intelligent recognition model with the support of the improved algorithm, designs experiments to verify the effect of this paper, and draws a visual display statistical graph based on the statistical test results. Through experimental research, it can be known that the 3D CAD classification model based on the knowledge recognition algorithm of convolutional neural network proposed in this paper can effectively improve the classification effect of the CAD model. |
| format | Article |
| id | doaj-art-0895124ae1f941cd99ff70b7ad70d2ab |
| institution | Kabale University |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-0895124ae1f941cd99ff70b7ad70d2ab2025-08-20T03:55:32ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/1794571Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural NetworkWeiwei Wang0Dandan Sun1Teaching Department of Humanities and Basic CoursesAI Research and Development CenterIn order to improve the classification effect of the 3D CAD model, this paper combines the knowledge recognition algorithm of convolutional neural network to construct the 3D CAD model classification model. Moreover, this paper analyzes the application of the convolutional neural network algorithm in the classification of 3D CAD models, improves the knowledge recognition algorithm, and builds the basic structure of the convolutional neural network. In addition, this paper builds an intelligent recognition model with the support of the improved algorithm, designs experiments to verify the effect of this paper, and draws a visual display statistical graph based on the statistical test results. Through experimental research, it can be known that the 3D CAD classification model based on the knowledge recognition algorithm of convolutional neural network proposed in this paper can effectively improve the classification effect of the CAD model.http://dx.doi.org/10.1155/2022/1794571 |
| spellingShingle | Weiwei Wang Dandan Sun Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural Network Advances in Multimedia |
| title | Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural Network |
| title_full | Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural Network |
| title_fullStr | Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural Network |
| title_full_unstemmed | Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural Network |
| title_short | Classification of 3D CAD Models considering the Knowledge Recognition Algorithm of Convolutional Neural Network |
| title_sort | classification of 3d cad models considering the knowledge recognition algorithm of convolutional neural network |
| url | http://dx.doi.org/10.1155/2022/1794571 |
| work_keys_str_mv | AT weiweiwang classificationof3dcadmodelsconsideringtheknowledgerecognitionalgorithmofconvolutionalneuralnetwork AT dandansun classificationof3dcadmodelsconsideringtheknowledgerecognitionalgorithmofconvolutionalneuralnetwork |