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Resolved! Activations may exeed the size of all SRAM segments

I am trying to deploy a pre-trained Mobilenet model using STMCubeMX.ai, but I am facing some issue that I want to report.Here the link of the projecthttps://github.com/alessandrocapotondi/mobilenet_stmcube_aiHere the model I am using:https://github.c...

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ACapo by Associate II
  • 1184 Views
  • 4 replies
  • 0 kudos

Tensorflow to STM32 AI

I am looking for a way to convert from Tensorflow trained models to STM32 AI, which the release blog entry makes me believe is possible. However, when looking at the tool, this doesn't appear to be an option. Is Keras the only Tensorflow related tool...

TReed by Associate
  • 481 Views
  • 1 replies
  • 0 kudos

Resolved! No Effect Model Compression

I am trying to deploy a pre-trained Mobilenet model using STMCubeMX.ai, but I am facing some issue that I want to report.Here the link of the projecthttps://github.com/alessandrocapotondi/mobilenet_stmcube_aiHere the model I am using:https://github.c...

0690X0000089fb3QAA.png 0690X0000089fbrQAA.png 0690X0000089fbwQAA.png
ACapo by Associate II
  • 1532 Views
  • 2 replies
  • 0 kudos

Resolved! Keras import "NOT IMPLEMENTED: Unsupported layer type: ReLU"

Dear Community,I am trying to import a standard Mobilenet Model from Keras.Unfortunally I am getting this error during the load of the model inside cubemx.ai: [AI:Generator] Command ***/STM32Cube/Repository//Packs/STMicroelectronics/X-CUBE-AI/3.4.0/U...

ACapo by Associate II
  • 5071 Views
  • 6 replies
  • 1 kudos

Commandline tool for converting models with X-CUBE-AI

Hi,I made a small Python script that allows to convert models from the commandline. Wraps the same tools used by STM32CubeMX but can be integrated into build scripts and similar, without having to go through the GUI.It also outputs the resources use...

JNord by Associate II
  • 475 Views
  • 0 replies
  • 0 kudos

Resolved! IDE problem

Hi,I am using NUCLEO-L476RG for artificial intelligence purpose. I made my model in STM32CUBEMX.AI and generated my code. Now i want to download it in micro controller.But i am student and unfortunately, KEIL IDE is not support codes more than 32kb.C...

spark by Associate II
  • 3621 Views
  • 4 replies
  • 0 kudos

Validation of custom data on Desktop

Hi I am trying to validate the custom data from .txt file over desktop but the process of validation is not able to complete.. it just continues. Can you please suggest me solution for this. Also while creating the validation model even with random d...

YMand.6 by Associate II
  • 674 Views
  • 3 replies
  • 0 kudos