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

Can't STSW-IMG035 be used for VL53L5CX?

HiI want to use the VL53L5CX on  STSW-IMG035, but I found that the sensor initialization in the source code only supports VL53L7CX and VL53L8CX.I checked the source code of STSW-IMG023 and found some differences in the sensor initialization process, ...

Resolved! why get the execution time in nanoEdgeAI err?

Hi there,I am newbie at edge AI, and I was runing the demo "motor vibration" in nanoEdgeAI.For me, the nanoEdgeAI is really a excellent work, I can easy understand the most part of the work flow by run an demo, even I am just a new guy.However, when ...

Junde_0-1752461204088.png
Junde by Senior III
  • 40 Views
  • 2 replies
  • 1 kudos

Resolved! Deployment of a yolov8n onnx model on STM32N6

Hello,I am trying to deploy a yolov8n model on STM32N6570-DK. For that I tried to follow the instructions in https://github.com/STMicroelectronics/stm32ai-modelzoo-services/blob/main/object_detection/deployment/doc/tuto/How_to_deploy_yolov8_yolov5_ob...

mtv by Associate II
  • 168 Views
  • 8 replies
  • 1 kudos

What the validation command does during its runtime?

Hi,   With the new 2.2 STEdgeAI update I have done some neural network model validations on the CM55 of the nucleo-n657x0-q board. I have also used the STLink-v3pwr to measure the power consumption while validating. What I wonder is if there is some ...

brianon by Associate II
  • 141 Views
  • 1 replies
  • 1 kudos

How to deploy a custom PyTorch AI model on the STM32N6570?

I want to deploy a PyTorch AI model on the STM32N6570. I have already trained the model and converted it to an ONNX file. I’m looking for a quantization, compilation, and deployment example or tutorial. The speech enhancement example in the STM32 AI ...

llcc by Senior
  • 732 Views
  • 14 replies
  • 0 kudos

Resolved! Not able to deploy Instance Segmentation Model on N6.

Hi everyone, I am trying to deploy a yolov8seg instance segmentation my STM32N6570-DK board, but I am facing some issues. I am getting this error.(st_zoo) kartikkhandewal@atl-hpzg14-99:~/stm32packages/stm32ai-modelzoo-services/instance_segmentation/s...

athern27 by Associate III
  • 358 Views
  • 4 replies
  • 0 kudos