| Session Name: | ML Tutorial Day: Simple Head Pose Estimation for Dialogue Wheels |
| Speaker(s): | Antti Herva |
| Company Name(s): | Remedy Entertainment |
| Track / Format: | Programming |
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| Overview: | Antti Herva, Lead Character Technical Artist at Remedy Entertainment, will be presenting a simple machine learning project with the goal of helping animators liven up dialogue wheel interactions for an upcoming game project. Topics covered in this session include an introduction on performance capture, understanding and reasoning about image data, selecting image features and machine learning models, annotating data, training a neural network and finally evaluating the results. |
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