Is it possible to create an updatable sound classifier model which uses Apple's built in MLSoundClassifier available via Create ML that can be trained/personalized on device using Core ML?
I tried to look up in quite a few places for a long while, however, I know that when on-device training was initially announced in 2019, updatable models were only restricted to non built-in classifiers, but any additional information that may have come out after 2019 in this regard has been hard to find.
You can do this using Create ML Components. Check out https://developer.apple.com/videos/play/wwdc2022/10019/ and https://developer.apple.com/videos/play/wwdc2022/10020/
You can do this using Create ML Components. Check out https://developer.apple.com/videos/play/wwdc2022/10019/ and https://developer.apple.com/videos/play/wwdc2022/10020/
If i create a custom model using the components and classifiers listed here on this page https://developer.apple.com/documentation/CreateMLComponents, Will I be able to create an updatable model that can be personalized on device?
It could be! Classifiers are available for training (or updating) on iOS as of iOS 16.0.
