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  6. Utilization of AI for 3D model creation

Utilization of AI for 3D model creation

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last updated:Sep 30, 2024

スマートホールディングス
スマートホールディングス
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Provides reliable point cloud data even in uneven environments and dynamic scenes!

To accurately perform AR in an external environment, the creation of point clouds is necessary. However, since point clouds typically need to be generated solely from stereo images captured by AR Glasses, there may be instances where the accuracy of the point clouds is low. Therefore, by leveraging existing computer graphics and AI, high-precision point cloud generation becomes possible. We generate high-resolution 3D point clouds with 95% accuracy to meet customer needs. Additionally, rapid data processing enables real-time 3D scene reconstruction. 【Technical Details】 - Epipolar geometry-based multi-view stereo algorithms, including geometric correspondence, camera geometry, and scene geometry - MVS - Depth estimation networks for accurate depth map generation - Such as DenseDepth - Stereo matching networks for end-to-end disparity map prediction - Such as PSMNet, GCNet *For more details, please download the PDF or feel free to contact us.

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Utilization of AI for 3D model creation

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  • Related Link - https://www.smart-implement.co.jp/

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【Goal Image】 ■High-Precision 3D Point Cloud Generation - Generates high-resolution 3D point clouds with 95% accuracy to meet customer needs. ■Real-Time Processing - Achieves real-time 3D scene reconstruction through rapid data processing. ■Robust Performance - Provides reliable point cloud data even in uneven environments and dynamic scenes. ■Application Examples - Immediately usable 3D mapping in AR systems for automotive navigation, obstacle detection, and route planning. *For more details, please download the PDF or feel free to contact us.

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スマートホールディングス

スマートホールディングス

Information and Communications

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Smart Group provides a diverse range of high-quality IT services to customers in the manufacturing industry, particularly in the automotive sector, with "ENGINEERING × VISUALIZATION" as its core competence. Leveraging the group's comprehensive capabilities, we pride ourselves on our ability to flexibly respond to various needs while aiming to enrich future living and actively challenging new fields. ■ Smartscape Inc. Engaged in the development of information systems that support design, manufacturing, production, and sales, as well as the development and sale of products characterized by efficiency tools, IoT, AI development, UI/UX design development, and 3D technology. ■ Smart Engineer Inc. Offers system service business that stably supports IT infrastructure and a new technology development business represented by content production using 3DCG, the metaverse, and XR. ■ Smart Implement Inc. Provides engineering services that demonstrate high technical capabilities in areas such as vehicle control system development.

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