Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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...
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...
