Edgetpu: Box Tracking on Coral EdgeTPU

[yascov]

Hi there,

Thanks for this amazing tool and examples.

I want to try out box tracking one edge device like raspberry pi with Coral TPU, are you guys planning to release it ? if not how can I start working on it ( Begginer here :-) ).

Thanks!

[Namburger]

@yascov Hi!
Do you mean like a object tracking algorithm or to retrain a model to detect boxes?

• For object tracking, we don't have an official demo, but my colleague @usbguru (Gene) has one in his repo: https://github.com/usbguru/track
  I think the automl team is also working on one but I'm not familiar with it: https://github.com/google/automl-video-ondevice#for-coral-device

• If you want to retrain a model to detect boxes, you can follow my tutorial: https://github.com/Namburger/edgetpu-ssdlite-mobiledet-retrain

Cheers

[yascov]

Hello @Namburger ,

Thank you. I was looking for object tracking demo with mediapipe on Coral Dev Board.
I will definitely take a look at those repos you suggested.

Thanks again.
Cheers.

[usbguru]

There are two mediapipe examples for Coral here:

https://github.com/google/mediapipe/blob/master/mediapipe/examples/coral/README.md

The object example generates data for object detection with screen
location.

Mediapipe does some tracking examples now using the box tracking
sub-graph: https://google.github.io/mediapipe/solutions/box_tracking

These have not been combined into a single Coral demo yet. You could be
the first one to publish this combination.

Gene Rice | Coral Field Application Engineer | [email protected]
[e-mail]

On Tue, Aug 25, 2020 at 7:19 AM Yassine Gharbaoui [e-mail]
wrote:

Hello @Namburger https://github.com/Namburger ,

Thank you. I was looking for object tracking demo with mediapipe on Coral
Dev Board.
I will definitely take a look at those repos you suggested.

Thanks again.
Cheers.

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