Is there a small example of Tensorflow Lite or YOLO on VIM4

VIM4
1

Which system do you use? Android, Ubuntu, OOWOW or others?

Ubuntu 20.04

Which version of system do you use? Khadas official images, self built images, or others?

Khadas official images

Please describe your issue below:

Hello, I would like to run a simple facial recognition or object identification on VIM4 using Tensorflow Lite or YOLO.

is the NPU support on VIM4 tested with some examples I can follow?

Can anyone here help me with this?

2

VIM4 doesn’t have NPU, please note.

3

Ok, no NPU so how about the GPU?

I read that the Mali G52MP8(8EE) is good for

  • Image Classification
  • Object Detection
  • Image Segmentation
  • Super Resolution
  • Human Pose Estimation
  • Face Recognition
  • Depth Estimation

Anyone using VIM4 for AI here, can you please help me?

4

Since there’s no dedicated hardware, you’ll need to use scripts/programs where the models have already been trained or undergone reinforcement learning written in languages like Python, NodeJS, or anything else which supports something like, for example, TensorFlow.

A good jumping off point for TensorFlow solutions would be https://tfhub.dev

If you’re not a TensorFlow fan, there’s also PyTorch: https://pytorch.org

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