Design of intelligent 3D collaborative manufacturing platform for non-holonomic mobile industrial robots based on improved binocular vision

Mei, Wentao; Yang, Zheng; Gu, Yu

doi:10.1007/s41315-023-00293-z

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Cited by 2 publications

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Research on Surface Curvature Detection of Cigarette Packaging Paper Based on 3D Laser Scanning Technology

Jiang,

Liu,

2023

2023 International Conference on Computer Science and Automation Technology (CSAT)

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Research on Surface Curvature Detection of Cigarette Packaging Paper Based on 3D Laser Scanning Technology

Jiang,

Liu,

2023

2023 International Conference on Computer Science and Automation Technology (CSAT)

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Research on Intelligent Digital Manufacturing Platform Based on Artificial Intelligence Deep Neural Network

Wu,

Ye,

Han

et al. 2024

Int. J. Artif. Intell. Tools

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In today’s information age, intelligent manufacturing has become a significant trend of future industrial development. The neural network plays a vital role as the basis of smart manufacturing. This is a kind of intelligent algorithm that can simulate human brain organization, with strong learning ability and computing power, and has achieved remarkable results in the application field; the most typical representative is deep neural network, especially in recent years, an artificial intelligence developed based on deep neural network has entered the application stage, providing a new idea and model for industrial production. Based on this, taking the clothing production process as an example, this paper combined transfer learning and network fine-tuning technology to build a Faster RCNN model based on the ResNet-101 network to realize the positioning and recognition of clothing style map features and create an intelligent generation platform for clothing process flow on this basis.

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Design of intelligent 3D collaborative manufacturing platform for non-holonomic mobile industrial robots based on improved binocular vision

Cited by 2 publications

References 10 publications

Research on Surface Curvature Detection of Cigarette Packaging Paper Based on 3D Laser Scanning Technology

Research on Surface Curvature Detection of Cigarette Packaging Paper Based on 3D Laser Scanning Technology

Research on Intelligent Digital Manufacturing Platform Based on Artificial Intelligence Deep Neural Network

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