• 3D Gaussian Splatting step by step beginner course

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    Arkadiusz Szadkowski : Splats vs Points vs Mesh


    🔸 Gaussian Splats: imagine throwing thousands of tiny ellipsoidal paint drops. They overlap, blend, and create a smooth, photorealistic look. Fast, great for visualization, but less structured for measurements.

    🔸 Point Clouds: every dot is a measured hit. LiDAR or photogrammetry gives us millions of them forming a constellation of reality. Amazing for accuracy, but they don’t connect the dots out of the box.

    🔸 Meshes: take those points, connect them into triangles, and you get very realistic surfaces. Strong for 3D analysis, simulation as continues watertight models.

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  • VFX pipeline – Render Wall management topics

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    1: Introduction Title: Managing a VFX Facility’s Render Wall

    • Briefly introduce the importance of managing a VFX facility’s render wall.
    • Highlight how efficient management contributes to project timelines and overall productivity.

     

    2: Daily Overview Title: Daily Management Routine

    • Monitor Queues: Begin each day by reviewing render queues to assess workload and priorities.
    • Resource Allocation: Allocate resources based on project demands and available hardware.
    • Job Prioritization: Set rendering priorities according to project deadlines and importance.
    • Queue Optimization: Adjust queue settings to maximize rendering efficiency.

     

    3: Resource Allocation Title: Efficient Resource Management

    • Hardware Utilization: Distribute rendering tasks across available machines for optimal resource usage.
    • Balance Workloads: Avoid overloading specific machines while others remain underutilized.
    • Consider Off-Peak Times: Schedule resource-intensive tasks during off-peak hours to enhance overall performance.

     

    4: Job Prioritization Title: Prioritizing Rendering Tasks

    • Deadline Sensitivity: Give higher priority to tasks with imminent deadlines to ensure timely delivery.
    • Critical Shots: Identify shots crucial to the project’s narrative or visual impact for prioritization.
    • Dependent Shots: Sequence shots that depend on others should be prioritized together.

     

    5: Queue Optimization and Reporting Title: Streamlining Render Queues

    • Dependency Management: Set up dependencies to ensure shots are rendered in the correct order.
    • Error Handling: Implement automated error detection and requeueing mechanisms.
    • Progress Tracking: Regularly monitor rendering progress and update stakeholders.
    • Data Management: Archive completed renders and remove redundant data to free up storage.
    • Reporting: Provide daily reports on rendering status, resource usage, and potential bottlenecks.

     

    6: Conclusion Title: Enhancing VFX Workflow

    • Effective management of a VFX facility’s render wall is essential for project success.
    • Daily monitoring, resource allocation, job prioritization, queue optimization, and reporting are key components.
    • A well-managed render wall ensures efficient production, timely delivery, and overall project success.