label_image source code - Tensorflow exemple imx-image-full

macca0612 — Mon, 02 Sep 2024 16:10:33 GMT

Hi,

I'm working on a project involving the i.Core MX8M Plus more specifically I need to execute an .tflite ML model using the NPU accelerator.

I successfully created a Yocto Image [imx-image-full] installed on my device and tested the example program ./label_image located in /usr/bin/tensorflow-lite-2.10.0/ and I executed with the parameter --external_delegate_path=/usr/lib/libvx_delegate.so and successfully executed using the NPU.

Now I need to customize the code to execute the model on a live webcam, the question is Where I can find the code of this binary file? I supposed that was the one included in the TensorFlow GitHub repository [ GitHub lite/examples/label_image ] but this code did not mention the external delegate, which is the one that allow me to execute the model on the NPU, which is fundamental for my project.

Re: label_image source code - Tensorflow exemple imx-image-full

Chavira — Mon, 02 Sep 2024 20:44:10 GMT

Hi @macca0612!

Thank you for contacting NXP Support!

You have to refer to our Github instead:

https://github.com/nxp-imx/tensorflow-imx/blob/lf-6.6.23_2.0.0/tensorflow/lite/examples/python/label_image.py

Also if you need the documentation about our examples and the usage of our software you can refer to the Machine Learning User Guide.

https://www.nxp.com/docs/en/user-guide/IMX-MACHINE-LEARNING-UG.pdf

Best Regards!

Chavira

topic label_image source code - Tensorflow exemple imx-image-full in i.MX Processors

label_image source code - Tensorflow exemple imx-image-full

Re: label_image source code - Tensorflow exemple imx-image-full