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w3c / machine-learning-charter

Discussions on a possible charter for a future W3C Working Group developing Machine Learning solutions
https://w3c.github.io/machine-learning-charter/charter.html
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On-device training #27

Open anssiko opened 1 year ago

anssiko commented 1 year ago

Currently, on-device training is out of scope:

Training capabilities are out of scope due to limited availability of respective platform APIs.

We should assess whether to adjust this for 2023-2025.

We have explored on-device training in the context of our W3C workshop https://github.com/w3c/machine-learning-workshop/issues/82. Google's Teachable Machine project is one success case where on-device training has been used in web context to solve real-world problems.

anssiko commented 1 year ago

We have discussed this topic on our calls, but I haven't received any feedback that'd suggest we should bring on-device training in scope for the WG. If you think otherwise, please chime in here.