Hello,
I’m starting a computer vision anomaly detection development. For this, I’m considering using OpenMV as the hardware platform, OpenMV H7 Plus and OpenMV RT1062, and I think I can use OpenMV N6 in the future.
For the model, I’m considering using Edge Impulse, but I need to be sure I can run these models on this hardware before making the purchase.
The question is:
Can these models run on this hardware? If not, what is the minimum recommended hardware to run this model?
Greetings from Argentina
Hello, @gerardo !
It is very smart idea to ask this question before buying hardware indeed!
Currently OpenMV deployments do not support Visual AD - this is not hardware, but rather software limitation, since OpenMV does firmware does not include our full SDK, so it’s capabilities are rather limited.
How fast do you need to be able to run the model? Do you already have a working model - so you know the resolution and capacity required?
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Hello @AIWintermuteAI ,
The idea is to sense multiple points, so the device needs to be affordable rather than fast. A few fps would be fine.
Regarding resolution, I don’t have a working model yet, but the idea is to focus the camera on the critical part of a pipeline.
If you could point me to a hardware platform where the FOMO-AD model has been tested, I could start looking into its development.
Thank you
Perhaps you want to simply use your phone or computer for initial data collection and testing? FOMO-AD is fully supported by WebAsembly, meaning you can run the model in your browser.
Then when you have the suitable model, the requirements for hardware will be clear.
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Hi @AIWintermuteAI .
Ok, I’ll try developing the model with browser support.
I’ll get back to you as soon as the model is ready.
Thanks
