Can I use Python SDK to make model for OpenMV?

#1

Today, I saw that you have released the Python SDK, so I would like to ask if it can be used to train object detection models for OpenMV H7 Plus?

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Nicla Vision's UART communication.
#2

Hi @HaoLeng

Thanks for the interest!

The Python SDK, can be used to generate the C++ Lib, but you will be using the C++ Lib to build your project. Please see the BYOM doc for more info.

Best

Eoin

#3

I saw the ouput of ei.model.list_deployment_targets() in that document has the item openmv, but when I set the target , I got the error output Could not deploy: deploy_target: [openmv] not in[....]
and I wonder how to convert the model to int8_tflite and labels.txt ,please give me some suggestion.

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#4

I have the same problem. I’m trying to use “openmv-fw” as my deploy_target, but then getting the message: deploy_target: [openmv-fw] not in[…]. But “openmv-fw” does appear when listing the available profile target devices with:

ei.model.list_deployment_targets()
#5

Hello @baarratia @HaoLeng,

There is indeed a bug. Our core engineering team has been notified. We’re working on adding the support.

Best,

Louis

1 Like
#6

Hi, thanks for the reply.
I just checked again, and now “openmv-fw” is not available when listing the deployment targets. Is there any timeline or plans to support it in the Python SDK? I’m really interested in testing it.

Thanks!

#7

Hello @baarratia,

I’m checking internally. We have an internal ticket about this issue but I don’t have any ETA for now.

Best,

Louis

1 Like
#8

Hi! I just tried again and now the “openmv-fw” is back when printing the available profile target devices. But when executing the command ei.model.deploy(…) with deploy_target=‘openmv-fw’, it is still printing the following error message:

Could not deploy: deploy_target: [openmv-fw] not in ['zip', 'arduino', 'cubemx', 'wasm', 'wasm-browser-simd', 'tensorrt', 'ethos', 'synaptics-tensaiflow-lib', 'meta-tf', 'memryx-dfp', 'slcc', 'arduino-nano-33-ble-sense', 'arduino-nicla-vision', 'espressif-esp32', 'raspberry-pi-rp2040', 'silabs-xg24', 'infineon-cy8ckit-062s2', 'infineon-cy8ckit-062-ble', 'nordic-thingy53', 'renesas-ck-ra6m5', 'runner-linux-aarch64', 'runner-linux-armv7', 'runner-linux-x86_64', 'runner-linux-aarch64-akd1000', 'runner-linux-x86_64-akd1000', 'runner-mac-x86_64', 'runner-linux-aarch64-tda4vm', 'particle']

Is there any work around yet with this?

Thanks again :]