On board object detection about aideck-gap8-examples HOT 5 CLOSED

Hi! We have a face detector example in our AIdeck examples. And the MNIST example recognizes numbers.

Since the issue is closed, did you find what you were looking for?

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Hi,

Thank you for your interest. After asking the question yesterday, I came across an article, "A 64mW DNN-based Visual Navigation Engine for Autonomous Nano-Drones". In this article, there is an expression about DroNet, "more than 1 MB of memory needed solely to store the network’s weights". When I compared this size with object detection models, I thought it was much smaller. I will try to optimize and deploy a ssd model. But, I don't think, I can achieve it. If you have a knowledge or suggestion, I would be happy to know.

from aideck-gap8-examples.

Hi! All I know from now that the PULP platform group are planning to port it to the AIdeck, but this has not been released. You should probably ask again in a few months.

from aideck-gap8-examples.

Hello @semihtasbas
you can have a look at NNMenu repository, here you can find several examples of NN running on GAP8 which some are taken from the TF model zoo, and you have also some examples on how to port an TFlite model onto gap.

from aideck-gap8-examples.

Pulpdronet should now be ported to the aideck: https://github.com/pulp-platform/pulp-dronet

I'll close this issue again:) but reopen if the question remains

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