Assistance with TensorFlow-Lite Model Porting on NUCLEO-F401RE Board

Sanchali · ‎2024-07-26

Hi,

I'm encountering an issue while porting a trained TensorFlow-Lite model, obtained from a research paper, onto a NUCLEO-F401RE board. The process goes smoothly when analyzing and validating the code on my desktop, generating the code, and downloading it to the board. However, when I attempt to perform a "validate of target," I receive an "Invalid firmware" error (screenshot attached). The model is neural network based on U-Net architecture with shallow structure, single-channel input, and output.

Board used: NUCLEO-F401RE

STM32MX : Version 6.12.0

STM32CubeIDE : Version: 1.16.0

Could you please provide guidance on how to resolve this issue? Any suggestions for modifications or troubleshooting steps would be greatly appreciated.

Thank you!

fauvarque.daniel · ‎2024-08-28

Please verify in the log that the firmware has been correctly compiled and flashed on the target

You can retreive the logs in ~/.stm32cubemx/STM32CubeMX.log

Regards

Daniel

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