3D Gaussian Splatting: The Future of Construction Site Monitoring

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  • Опубліковано 4 жов 2024
  • 🚀 Estimate a project and request a quote for a construction site monitoring - morozzi.com/
    3D Gaussian Splatting: The Future of Construction Site Monitoring.
    3D Gaussian Splatting (3DGS) is a technology utilized in volumetric visualization to transform data points into 3D models and scenes, presenting a naturally smooth appearance.
    The process of Gaussian Splatting involves three key steps:
    1. Point Cloud Generation: Input data, such as video footage, are used to create a point cloud that represents discrete points within a three-dimensional coordinate system.
    2. Gaussian Weighting: Each point in the cloud is given a weight based on a Gaussian function-resembling the familiar bell curve-which determines its influence on the volume around it. Points closer to the center of the bell curve have a greater influence on the final image, whereas those farther away have less impact.
    3. Splatting onto a Grid: The weighted points are then 'splat' onto a 3D grid. This action spreads each point's influence across its neighbors, creating a smooth, continuous volume.
    In construction monitoring, the application of 3D Gaussian Splatting facilitates the creation of detailed and interactive virtual representations-or digital twins-of construction sites from drone-captured data.
    Morozzi Phygital Lab offers an innovative end-to-end platform for the construction industry, bridging the gap between the real and the digital.
    This platform is instrumental in visualizing terrain and ongoing construction, enabling enhanced planning and monitoring. It is particularly valuable for the early detection of potential issues, providing a digital twin for thorough analysis to ensure compliance with planned timeline and to identify any deviations in real-time.
    Module 1: Autonomous drone flight infrastructure delivers high-resolution footage, which is instantly synchronized with the cloud, setting a benchmark for precision and efficiency.
    Module 2: The platform automatically processes the raw footage with AI, feeding data into neural networks and training the Gaussian splatting model.
    Module 3: Detailed, interactive 3D interfaces and models provide a virtual representation of the project that combines precision with a tangible, lifelike experience.
    Module 4: Integrating 3D Gaussian Splatting with 3D holograms and AR/VR visualization, the platform elevates monitoring processes, offering an immersive, real-time virtual walkthrough of the site.
    Join us on the next frontier of construction project monitoring.
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    🚀 Estimate a project and request a quote for a construction site monitoring - morozzi.com/