Machine Learning
Enhancing User Experience
NatDevice is built to tightly integrate with our cross-platform machine learning runtime for Unity Engine, NatML. NatML provides hardware accelerated machine learning to bring ML features to interactive media developers.
Building Vision Pipelines
Computer vision models are becoming extremely popular for building interactive experiences, especially in user-generated content (think TikTok). The first step in building these experiences is streaming the camera preview.
The typical workflow begins by fetching model data from NatML and creating a predictor:
Next, we start the camera preview with NatDevice:
Then in the Update
function, we can then create an MLImageFeature
from the camera image and make ML predictions:
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