Tensorflow Object detection API for Jetson Nano

Autonomous Machines Jetson & Embedded Systems Jetson Nano
1

I would like to use Tensorflow Object detection API for Jetson Nano. For this I have pulled the docker image l4t-tensorflow:r32.6.1-tf2.5-py3 with TensorFlow 2.5.0. I wanted to install the object detection API, by following the official instructions.

Before cloned the repo, I ran:

apt update && apt install -y libxml2-dev libxslt-dev python3-dev git protobuf-compiler
pip3 install --upgrade pip setuptools

I cloned the repo:

git clone https://github.com/tensorflow/models.git

and ran

cd models/research
# Compile protos.
protoc object_detection/protos/*.proto --python_out=.
# Install TensorFlow Object Detection API.
cp object_detection/packages/tf2/setup.py .
python3 -m pip install --use-feature=2020-resolver .

but at this point I got an error, since it seems tensorflow_io is not installed.

tensor_io
tensor_io1202×434 170 KB

Then, I tried to manually install but I got the same error:
pip_tensor_io
pip_tensor_io1203×52 24.8 KB

My Questions are:

  • Is there a way get rid off the above error?
  • Is there any guide on how to install Tensorflow 2 Object Detector API on the Jetson Nano?
2

Sorry for the late response, is this still an issue to support? Thanks

4

Yes, please.

5

Hi,

The error indicates that there is no prebuilt package for the tensorflow-io library.
Have you tried to build it from the source on Jetson?

Thanks.

1 Like
7

Thanks.

8

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