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Challenge: share your ISPU neural network implementation!

Dear community members,Here’s your chance to win some prizes from ST until November 29, 2024! You can join the challenge by sharing your ISPU neural network implementation. We’ll provide instructions and hints during the ISPU webinar held on October ...

Quantized models throw error in Cube AI

Hi everyone,I am trying to implement an image recognition application on an STM32L475. I succeded implementing a Keras model with Cube AI and wanted to reduce the memory footprint with a quantization model. I used the following code to quantize the k...

MGior.1 by Associate
  • 508 Views
  • 2 replies
  • 1 kudos

Hello everyone, I would like to ask you about a handwritten number recognition project I have been working on recently. How to input the collected 28*28 image data into the neural network and use keil programming to verify it on the stm32f407 board?

Hello everyone, I would like to ask you about a handwritten number recognition project I have been working on recently. How to input the collected 28*28 image data into the neural network and use keil programming to verify it on the stm32f407 board? ...

NMa.1 by Associate
  • 301 Views
  • 0 replies
  • 0 kudos

STM32Cube AI

HiI am using voltage and current sensors for state estimation of storage system. I want to do this state estimation through NN. Is it possible to use this STM32Cube AI for train and test the data. If it is possible,please kindly provide the help with...

Hs.12 by Associate II
  • 414 Views
  • 1 replies
  • 0 kudos

Import weights at runtime

Hello,is it possible to import weights at runtime? I plan to convert a NN with Cube AI and deploy it to the controller, and later on receive weights via BT and overwrite the previous weights. Would that be possible or can the weights only be set whil...

aget by Associate
  • 397 Views
  • 1 replies
  • 0 kudos

XCUBE-AI Keras model Analysis/Validation error.

I have encountered error while executing validation on my first Keras model using XCUBE.AI extension. The error message below,----------------------------------------------------------------------------------------------------------------------------...

MQabb.1 by Associate
  • 579 Views
  • 3 replies
  • 0 kudos

OV7670 and STM32 NUCLEO-L496ZG

I have OV7670 camera and Nucleo-L496ZG development board, Is it possible to run AI model using them ?? I am trying to achieve object detection using these two. If yes please let me know how (Probably an example code would be great). Thank you in adva...

MS.2 by Associate
  • 373 Views
  • 0 replies
  • 0 kudos