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

[Short Survey] Please give us your feedbacks on ST model Zoo Services

Hi everyone,   In order to help our developers understand how their work is used and what to do in order to improve model zoo, we kindly ask you to look at this survey about ST Model Zoo Services.   Link of the survey: https://docs.google.com/forms/d...

Resolved! ST Edge AI Developer Cloud Error Code Generating Error

I have a tflite model that I want to test on my B-U585I-IOT02A Discovery kit, after some issues with X-Cube.AI expansion for CubeMX I decided to try use ST Edge AI Developer Cloud. Everything goes smoothly until I try to generate the code, All option...

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YuriM1 by Associate
  • 1240 Views
  • 3 replies
  • 0 kudos

Resolved! Deploy an image classification model in STM32N6570-DK discovery board

I follow the instructions found in  https://github.com/STMicroelectronics/stm32ai-modelzoo-services/blob/main/image_classification/deployment/README.md in order to deploy an image classification model in STM32N6570-DK board. When i launch (in ubuntu)...

diama13 by Associate III
  • 7633 Views
  • 10 replies
  • 2 kudos

Resolved! NANO EDGE AI STUDIO, SIGNAL SECTION

In my task, a 3-axis accelerometer is connected to a 24-bit ADC. How should I transmit the signal data to Nano Edge AI? Should I send the raw data directly, or should I perform calculations before transmitting it? In version 5, how can I check the Em...

Yash5135 by Associate
  • 703 Views
  • 1 replies
  • 0 kudos

Resolved! RandomForestClassifier using stedgeai

I am attempting to deploy an sklearn RandomForestClassifier on a STM32H7 using ST Edge AI.I am using the following function to export the RandomForestClassifier to ONNX:My call to the stedgeai cli is:stedgeai generate --model ../Python/ml_model/rf.on...

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Resolved! Error executing python stm32ai_main.py

 I'm currently deploying the object detection of stm32modelzoo. After entering the command "python stm32ai_main.py --config-path ./config_file_examples/ --config-name deployment_n6_ssd_mobilenet_v2_fpnlite_config.yaml", an error occurred. Could someo...

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dianzijun by Associate III
  • 5462 Views
  • 17 replies
  • 1 kudos

Unable to run application on Nucleo-N657X0-Q via STM32CubeIDE

Hi everyone,I'm working on a project where I need to use a Nucleo-N657X0-Q board to run an AI model.I generated the project using STM32CubeMX, setting up LPUART1 for communication and configuring it to have only the FSBL and a secure application. X-C...

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Dresult by Associate III
  • 1616 Views
  • 1 replies
  • 0 kudos

Resolved! Error with deploy a model on the stm32n6d570-dk

Hello,I met these logs when I try to deploy a model on stm32n6d570-dk:1 physical GPUs, 1 logical GPUs [INFO] : Setting upper memory limit to 4GBytes on gpu[0] [INFO] : Running `deployment` operation mode [INFO] : ClearML config check [INFO] : The ran...

wyb217 by Associate II
  • 1053 Views
  • 1 replies
  • 1 kudos