TFLite Model personalization on IoT devices about tflite-support HOT 6 OPEN

@ziyeqinghan @lintian06 can you please share the roadmap for Model Maker?

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Model Maker can do transfer learning, and those models are able to run on Raspberry Pi.

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@lintian06 thank you for the update. That is great!

Is there roadmap visibility on support for tasks other than the 3 currently listed. Possibly via lower level API that is not task specific:

For example is it possible to do transfer learning with Model Maker for object detection, image-to-text or voice commands?

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Hi @ivelin ,

There are a couple of new tasks in progress. We will have object detection, sound classification and recommendation soon.

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Thank you for sharing, @lintian06 . That's great to know.

It is very impressive how the overall size of the TFLite binary keeps shrinking and at the same time its becoming more capable.

Would you be able to share whether a lower level API would be available to train a more general class of models, no specifically tied to a task. I am not sure if this is possible without pulling a big lump of Keras/TF code. Just curious.

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@lintian06 can you please help with the question above? Thanks!

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