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TFlite model #107

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opened 2024-02-22 17:30:32 +00:00 by jgeorgi · 2 comments
jgeorgi commented 2024-02-22 17:30:32 +00:00
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Right now it seems I'm working with a full tf model. But there is a long lag. I can get a tflite model from the same export.py as the tf model, is that any faster (I seem to recall it not being nearly as accurate, however)?

It may be that's required if live video function (#30) is ever going to work.

Right now it seems I'm working with a full tf model. But there is a long lag. I can get a tflite model from the same export.py as the tf model, is that any faster (I seem to recall it not being nearly as accurate, however)? It may be that's required if live video function (#30) is ever going to work.
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jgeorgi added this to the 0.4.0 milestone 2024-02-22 22:54:04 +00:00
jgeorgi commented 2024-02-24 00:59:01 +00:00
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This is all the example that tf provides of the new js tflite api:

https://js.tensorflow.org/api_tflite/0.0.1-alpha.9/

NOTE: It does say version 0.0.1-alpha...maybe this isn't ready for the big leagues yet...

This is all the example that tf provides of the new js tflite api: https://js.tensorflow.org/api_tflite/0.0.1-alpha.9/ NOTE: It does say version 0.0.1-alpha...maybe this isn't ready for the big leagues yet...
jgeorgi removed this from the 0.4.0 milestone 2024-02-24 21:24:06 +00:00
jgeorgi commented 2024-02-24 21:26:42 +00:00
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Does not work. The alpha tflite version still has much older tfjs dependancies, and I don't think it's worth it for now, to rejigger everything just to test this.

Maybe if tfjs-tflite matures this will be worth a revisit.

Does not work. The alpha tflite version still has much older tfjs dependancies, and I don't think it's worth it for now, to rejigger everything just to test this. Maybe if tfjs-tflite matures this will be worth a revisit.
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Reference: ALVINN/ALVINN_f7#107
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