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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Resolved! object detection application on the STM32H747

hello,I want to deploy an object detection application on the STM32H747 board. I used YOLOv5n; can I use FP-AI-Vision like in the example from the tutorial "How to use transfer learning to perform image classification on STM32".Best Regard

MH24 by Associate II
  • 2295 Views
  • 9 replies
  • 0 kudos

Resolved! STM32CubeFunctionPack_DATALOG2_V2.1.0

I was trying to reconfigure and customize the HMI given by HSDATALOG2 interface , i have been looking into utilities/HSDPython_SDK/examples ; utilities/HSDPython_SDK/st_dtdl_gui but i can't see how i can manage the controll over the widgets colours a...

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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
  • 1472 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
  • 6441 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
  • 572 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
  • 749 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
  • 606 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
  • 655 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
  • 1566 Views
  • 5 replies
  • 0 kudos