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AI-Assisted Pipelines in Motion Capture Workshop

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What to expect

This hands-on workshop explores the cutting-edge intersection of artificial intelligence and motion capture technology, offering participants practical insights into AI-assisted pipelines that are transforming animation and digital content creation. Taking place at Studio Ulster in Belfast, this session is designed for motion capture professionals, animators, game developers, and creative technologists looking to leverage AI tools to streamline their workflows.

Motion capture has become essential in film, gaming, virtual production, and immersive experiences, but traditional pipelines can be time-consuming and resource-intensive. This workshop demonstrates how AI can automate cleanup tasks, enhance marker tracking, predict missing data points, and accelerate post-processing — enabling creators to focus on artistry rather than technical bottlenecks.

Participants will gain practical experience working with AI-powered motion capture tools and techniques. The session covers real-world applications including automated skeleton rigging, AI-enhanced retargeting between different character models, intelligent noise reduction, and machine learning approaches to gap-filling when markers are occluded. You'll discover how generative AI models can assist in creating natural transitions and how computer vision algorithms improve marker identification and tracking accuracy.

This workshop is part of AICC's Events for Human Connections series, emphasizing collaborative learning and hands-on exploration. Whether you're working in film production, game development, VR/AR experiences, or digital human research, you'll leave with actionable strategies for integrating AI into your motion capture pipeline. The intimate studio setting at Studio Ulster provides an ideal environment for experimenting with equipment and techniques while networking with fellow professionals in the Belfast creative technology community.

No prior AI experience is required, though familiarity with basic motion capture concepts will be helpful. Bring your questions about specific workflow challenges — the format encourages discussion of real production scenarios and problem-solving approaches that can be immediately applied to your projects.

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