Face recognition model facenet with Jetson TX2

Autonomous Machines Jetson & Embedded Systems Jetson TX2
1

Hi,

I am working on face recognition solution and i use facenet on my host machine and it works well. So i wanted to use the same facenet (GitHub - davidsandberg/facenet: Face recognition using Tensorflow) on Jetson TX2.

I have Jetson TX2 installed with Jetpack 4.2. When i run facenet (https://github.com/davidsandberg/facenet/blob/master/contributed/export_embeddings.py) on TX2, the whole system hangs after loading the model.

Can you please tell me?

  • Is facenet architecture compatible with Jetson TX2?
  • Is there any model conversion required and how to do?

And,

  • If it is not supported, what is the best alternative to facenet on Jetson TX2? Please advise?
2

Hi,

May I know how do you install TensorFlow on the TX2?
Have you followed our script?
[url]Installing TensorFlow for Jetson Platform :: NVIDIA Deep Learning Frameworks Documentation

Thanks.

3

Hi,

i have installed Tensorflow based on the below link,

Python 3.6+JetPack4.2
sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu

4

Any updates?

5

Hi,

In general, incompatible should result in error rather than stuck.
Would you mind to check the memory status with tegrastats and share the log with us?

sudo tegrastats

Thanks.

6

Unfortunately, i don’t have hardware with me now and cannot try this issue again. Will get back to you in future if possible. Thanks.