Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
I want to use my custom dataset that is not supported by any of the .yaml files. Each yaml file example seems to only work with a dataset that is compliant to their specific use case. For example audio event detection supports ESC format and requires...
Original title (over long): "using stedgeai, i can generate network.c/ network_data.c/ network_data_params.c, however, how can i generate the ll-aton runtime related files?"Dear ST. How can I generate the ll-aton runtime related file with my weight s...
hi , i want to use STM32Mx to validate my model(.onnx) on target STM32N6570-DK board ,now STM32MX is 6.15.0 and Toolchain/IDE select STM32CUBEIDE,when i connect board to PC,and click the validate on target,it show me error like this: File "C:\User...
Hi everyone,I have created a NN with tensorflow:# ----- Model Definition ----- def build_model(input_dim): model = Sequential([ InputLayer(shape=(input_dim,)), Dropout(0.2), Dense(128, activation='relu'), # increased laye...
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...
