Comments (5)
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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Related Issues (20)
- classification example will not perform make HOT 1
- remove opencv dependency warning
- CFloader flash img hangs at 99% with the classification demo HOT 5
- Flashing of GAP8 sometimes stops at 3-4% HOT 14
- Wifi image streaming hangs, when executed multiple times. HOT 8
- Question: custom network for Ai deck (classification example) HOT 4
- cpx array sending example to crazyflie HOT 6
- [Urgent] Unable to resolve host address to greenwaves? HOT 4
- Rework aideck repo docs HOT 1
- Enforce CPX version
- Add LED error message
- Investigate corrupt bootloader with firmware
- wifi-img-streamer slows down when there are multiple streamers HOT 1
- Himax camera does not work at lower resolutions HOT 2
- uart_send_char example not working
- Classification example - segmentation fault on some systems HOT 18
- Increase FPS rate streamer
- Improve classification demo
- Turning off/on the camera HOT 3
- Classification example fails to construct CNN when flashed with JTAG
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