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Intro
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Classroom Contents
FIFA 22's Hypermotion - Full-Match Mocap Driving Machine Learning Technology
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- 1 Intro
- 2 The Inspiration
- 3 The Problem Optical Motion Capture
- 4 XSens - Prototype
- 5 Problems to Solve
- 6 Solving Drift
- 7 Shoot Requirements
- 8 Camera Setup
- 9 During the Shoot
- 10 Workflow – Finding Animation
- 11 Ball Tracking
- 12 Tracking Pipeline
- 13 Camera Calibration
- 14 Tuning Physics
- 15 Generic ML Runtime
- 16 Inputs/Outputs
- 17 Source of Inputs
- 18 Data Source - XSens
- 19 Training Data Pipeline
- 20 Training Deep Neural Network
- 21 Identifying Problems - Stress Test
- 22 Stress Test - Reviewing Results
- 23 What Worked
- 24 What Needs Work New Challenges
- 25 In Conclusion
- 26 Other Sessions
- 27 We're Hiring
