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xadrianzetx avatar xadrianzetx commented on June 16, 2024

Hi,

There are no ARM wheels for tensorflow-gpu on pypi, but you don't need them if you are just trying to pull precompiled model straight to device.

Install with:

pip install git+https://github.com/xadrianzetx/coral-deeplab.git --no-deps

and pull model to tflite.Interpreter like so:

import coral_deeplab as cdl
import tflite_runtime.interpreter as tflite

interpreter = tflite.Interpreter(
    cdl.from_precompiled(cdl.pretrained.EdgeTPUModel.DEEPLAB_V3_DM1),
    experimental_delegates=[tflite.load_delegate('libedgetpu.so.1)]
)

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mrengineer avatar mrengineer commented on June 16, 2024

Thank you very much!
Could you please add run-out-of-box examples of inference and training scripts for newbies like me?

from coral-deeplab.

xadrianzetx avatar xadrianzetx commented on June 16, 2024

Here are some good examples of running Edge TPU models, and here you can find out how to finetune tf.keras model. I might add some example scripts later on if there's time.

from coral-deeplab.

mrengineer avatar mrengineer commented on June 16, 2024

Thank you Seems easy Unexpectedly easy

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