Edge AI

Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.

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Forum Posts

ROM overflowed with over 3000 kB tflite models on ISPU

I am testing a tflite model on the ISPU, using the following hardware:NUCLEO-F401RE + X-NUCLEO-IKS4A1I downloaded the x-cube-ispu repo and imported the template_stedgeai example to STM32CubeIDE. Finally i generate the network library with:  stedgeai ...

konaukko by Associate
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STM32H747I DISCO : model zoo object-detection memory areas

Hello there,I'm using stm32h747i-DISCO board, and running object detection demo from model-zoo. Now i want to add Ethernet functionality with the demo. I have some questions for the same, as below...Q1) there is only one linker script in object detec...

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Resolved! ML algorithms used in nanoedge MC classification

Hi,1) I Am currently exploring the capabilities of NanoEdge for a project involving multiclass classification, and I am eager to learn more about the specific machine learning algorithms utilized within the NanoEdge framework. I feel as though I am u...

martur by Associate
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Resolved! "Correct" Way to Gather Data and Train ML for IMU

I am lost in the maze of documentation for AI features at STM. I have access right now to:STEVAL-MKBOXPRO (SensorTile.box PRO)Custom board with LSM6DSV16XI want to:gather IMU data to train the modeltrain the IMU device decision tree classifier (3 cla...

Resolved! Lis2duxs12 Qvar - touch ucf and power consumption questions

 1. Is there a ucf file or setup description for touch or swipe ? 2. The power consumption seems very high for touch and swipe. Using the adapter board and Unico, with just the accelerometer and qvar running at 200hz low power mode, its about 13uA. I...

Resolved! NanoEdge AI Studio updates

Dear STM,is there a way to avoid the installation of a new version of NanoEdge AI when a new version is available ?Or maybe to pospone the installation ?When a new version is available I got a dialog Win like the one below, if I click on Exit then th...

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MaxC by Associate III
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  • 2 replies
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Resolved! Does STM32MP257F-EV1 have AI ability?

I bought a STM32MP257F-EV1 board, but on the board UM, I can not find any description about AI/NN, I checked the STM32MP257F data sheet, it does support the AI/NN, so I am confused, if I can deploy the AI model on the EVB?