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bbaumgar | 7 years ago

This looks interesting! A couple questions:

How does this compare to CoreML? What are the advantages of running models on-device vs in the cloud via an API?

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heybluez|7 years ago

Not all models need to run on the device - of course. BUT there are a few that make a lot of sense. It all depends on speed and what you want to offload to the device. Example, a more quickly responsive (even when offline) image classification (eg is this poison ivy or not) model is best on device. Or in an AR-kit app. Or privacy, like not wanting to ship a medical image across the pipe and so on.

wess|7 years ago

Skafos actually leverages CoreML and the models do run on device. It's a live update to device local models in the background, or even hot swap while in the foreground.