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  6. Creation of 3D/AR models using point cloud data and AI.

Creation of 3D/AR models using point cloud data and AI.

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last updated:Jun 12, 2025

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 from AR Glass, there may be cases where the accuracy of the point clouds is low. Therefore, by leveraging existing computer graphics and AI, high-precision point cloud generation is 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  ・DenseDepth, etc. ■ Stereo matching networks for end-to-end disparity map prediction  ・PSMNet, GCNet, etc. *For more details, please download the PDF or feel free to contact us.

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Creation of 3D/AR models using point cloud data and AI.

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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 for AR systems in automotive navigation, obstacle detection, and route planning. *For more details, please download the PDF or feel free to contact us.

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Smart Implement Co., Ltd. AI Development Achievements Document

Smart Implement Co., Ltd. AI Development Achievements Document

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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

Automobiles and Transportation Equipment

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Smart Group provides diverse and 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 businesses that stably support IT infrastructure and is involved in content production utilizing 3DCG, as well as new technology development businesses represented by the metaverse and XR. ■ Smart Implement Inc. Provides engineering services that demonstrate high technical capabilities in areas such as automotive control system development.

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