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chjej202 avatar chjej202 commented on August 16, 2024 1

The timeout is happened when the binary file is very large.
In my environment, it took around 3 seconds for uploading 500KB-size binary file. (510KB - flash upload ok (flash erase time: 2.9xx seconds), 512KB - flash erase timeout happened)
I think that flash erase took several seconds to erase several hundreds of kilobytes.

Because of this issue, I cannot fully use all the flash memory provided by OpenCR 1.0 (768KB) unless the timeout value is not changed.

Our binary file includes lots of memory-burden examples. It includes arduino tensorflow lite for person detection, jpeg decoder, arduino cam, and code for accessing sensors and motors.

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chjej202 avatar chjej202 commented on August 16, 2024 1

I uploaded my code related to use Arduino tensorflow lite on OpenCR 1.0.

I only changed and tested a person detection example only, but I think you can easily modify and run other examples also.
You can check the commit logs to find which parts are modified.

Modified code to run ArduCAM library on OpenCR 1.0 board: https://github.com/chjej202/Arduino
Modified code to run Arduino Tensorflow lite library on OpenCR 1.0 board: https://github.com/chjej202/Arduino_TensorFlowLite

Arduino tensorflow lite code was modified based on the code uploaded in https://www.arduino.cc/reference/en/libraries/arduino_tensorflowlite

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ROBOTIS-Will avatar ROBOTIS-Will commented on August 16, 2024

Hi @chjej202

Thank you for reporting the issue.
The timeout error during the flash upload is unusual as we test the upload procedure with provided firmware.
Could you give us more information about your development environment?
Assuming from the size of the 517KB binary file, are you uploading a customized firmware?

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ROBOTIS-Will avatar ROBOTIS-Will commented on August 16, 2024

@chjej202

Thanks for the details and how interesting that you are running the tensorflow on OpenCR!

Quite long ago, I uploaded the OV7725 + TFT OpenCR example, but wasn't able to expand to the proper image processing or machine learning.

If your project can be disclosed to the public via OpenCR eManual, it'd be an amazing OpenCR tensorflow example.

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ROBOTIS-Will avatar ROBOTIS-Will commented on August 16, 2024

@chjej202
Super!!!
Thanks for sharing your repos.
We'll try them and share with developers through eManual and OpenCR examples.
Have a great weekend ahead.

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