TensorFlow Object Detection API installation on Jetson Orin

Autonomous Machines Jetson & Embedded Systems Jetson Orin NX
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1

Hello,
I am trying to install TensorFlow Object Detection API on my Jetson Orin Development Kit to retrain pretrained models but it always complains about missmatch of either tensorflow_addons or tensorflow-texts version.

When I try to install the tensorflow_addons / tensorflow-texts using pip, it says that the no matching distribution found for arm64 architecture .

Following are the details of my Jetson Orion Development Kit

OS: Linux Ubuntu 5.10.104-tegra
Jetpack Version: 5.1
TensorFlow Version: 2.11

Is there someone who can help me with this?
Best Regards,
Saqib Shakeel

3

Hi,

Suppose there is no prebuilt package for Jetson available.
You will need to build it from the source.

Thanks.

4

Thanks for your quick reply @AastaLLL .
Is this something I can refer to?

5

Hi,

You can give it a try.

But on Jetson, it’s more recommended to use TensorRT instead.
An example can be found below:

Thanks.

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