Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi @everyone, I’m deploying an AI model on the STM32N6570-DK. The deployment process seems fine — in the command line I see the message:“Your model deployed. Turn both boot switches to the left and cycle the power.”However, the issue is that the mode...
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...
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 ...
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...
Hello,im currently in the process of building an application on the STM32N6570-DK.Ive played around with the Image Classification example and also deployed a couple own models wich worked sometimes and sometimes not... :DHowever i wanted a "fresh" st...
Hi - I'm attempting to run my first NN on an STM32H5. This is a low frame rate, low resolution vision application.When loading NN into CubeMX, the Analyze results and graph are always the same - just the final dense layer. In case it matters, I train...
Does this demo is open source? Where can I find the demo source code?
Hi everyone, I am trying to deploy a pose detection model on stm32n6570-dk board but I am getting the following error. (st_zoo) kartikkhandewal@ATL-HPZG14-99:~/stm32packages/stm32ai-modelzoo-services/pose_estimation/src$ python3 stm32ai_main.py --con...
Hello. I am a newbie who is experiencing embedded.I recently got the stm32h573i-dk board and I am trying to upload an AI inference model to the board. The inference model is a simple test model that predicts the XOR value.I created a project in STM32...
Hi, I have successfully uploaded a model onto my STM32N6 disco board and the detections seem to be correct. Where would the actual main code be located where for example the input of the model as well as the output of the model and the output to the ...