Edge AI

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Resolved! Error in post-training quantization with ST Edge AI Developer Cloud

Hello everyone,I am learning how to use the ST Edge AI Developer Cloud tool and, after downloading my model that I developed with TensorFlow and selecting the STM32 MCUs platform, I wanted to try the post-training quantization but I encountered the f...

silviag by Associate II
  • 1173 Views
  • 5 replies
  • 2 kudos

Resolved! Air Gesture Recognition using IMU

I want to implement air gesture recognition using accelerometer and gyroscope data. With different movements you should be able to make settings on the handheld device. Movements to be recognized are, for example, tipping twice or moving up and down ...

Pointes by Associate II
  • 5506 Views
  • 13 replies
  • 1 kudos

Resolved! I had problem when I use x-cube-ai from stm32 ai model zoo.

Hello,I am using the model from 'STM32 AI Model Zoo' located at 'stm32ai-modelzoo/image_classification/pretrained_models/mobilenetv2/ST_pretrainedmodel_public_dataset/flowers/mobilenet_v2_0.35_128_tl' for image classification. I have installed and te...

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jeidi by Associate
  • 456 Views
  • 1 replies
  • 0 kudos

How to use mutiple networks

When I use multiple networks in one program, I get the following errorAI platform (API 1.1.0 - RUNTIME 8.1.0)Discovering the network(s)...Found network "network_fe"Creating the network "network_fe"..Initializing the networkE: AI error (ai_mnetwork_in...

lyx by Associate
  • 658 Views
  • 1 replies
  • 0 kudos

Resolved! Edge Impulse and STM32H747-DISCO

Hello,Please, I would like to know if Edge Impulse is compatible with the STM32H747-DISCO, and more specifically, if the FOMO model can be deployed in this board.Best regards

MH24 by Associate II
  • 488 Views
  • 1 replies
  • 0 kudos

Resolved! Support for x-cube-ai 8.1

Hello,I would like to run a ML model which I had created using tflite on the STM32H7 series. I have installed x-cube-ai 8.1. Are there any tutorials or manuals where I can understand the functions to be used.There are a few videos but those are the o...

HDesa.1 by Senior
  • 508 Views
  • 1 replies
  • 0 kudos

Resolved! model zoo Object detection

Hello,I want to implement an application for detecting items in the kitchen on an STM32-H747i-DISCO board. I installed Python 3.10.2, TensorFlow 2.8, CUDA 11.7, and cuDNN v8.8.1. After installing the model zoo , I tried running the command in  Comman...

MH24 by Associate II
  • 1281 Views
  • 5 replies
  • 0 kudos

Using STM32H745 with Model zoo - Computer vision - AI

I want to run Cube AI Model zoo examples on STM32H745. The current example in Model zoo is for STM32H747 with a display, I can replace the display and print the output on UART.  Is there an example or tutorial that explains the changes required to ru...

syalam by Associate
  • 473 Views
  • 1 replies
  • 0 kudos

camera not working properly

im trying to run a model that distuingish pasta types using stm32h747i and camera . i followed this guide  https://wiki.stmicroelectronics.cn/stm32mcu/index.php?title=AI:How_to_use_Teachable_Machine_to_create_an_image_classification_application_on_ST...

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yessine by Associate III
  • 421 Views
  • 1 replies
  • 0 kudos

Used Ram over External SDRAM and TFlite Micro runtime

It seems like a used ram size fit to External SDRAM in STM32H757i- EVAL Board.However, I can see the error when doing analyze.Also, I cannot see any TFLite Micro runtime generated code.I can see empty function.I was totally fine with STM32CUBE AI run...

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