Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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...
Hello everyone,I have a GRU-based model that I trained using PyTorch and then exported to ONNX. I'm trying to run it on various ST boards.According to this documentation: ST Neural-ART Operator Supportit seems that the Neural-ART accelerator does no...
你好，近期我在使用NanoEdge AI Studio实现异常检测功能，基于三轴加速度计的数据实现。我出现了以下问题：1.我使用的最新版本5.0.2，在benchmark界面训练模型后，表格Best Library Result 中异常数据的结果为零，就是在表格的底部。但我生成代码需要的文件后运用到工程中其相似度一直输出为91%，即使我大幅度的改变加速度计的值也仍然时91%。2.在有一次训练时，表格Best Library Result 中异常数据的结果不为零了，大概为68%。我生成需要的额Na...
I am trying to deploy an AI model on the STM32N6570-DK board. And I followed these steps:1. Open the STM32CUBEMX, choose the secure only mode, activate X-CUBE-AI, and click the FSBL, choose the application template choice.2. click the RIF3. choose th...
Hello! How can I downloaded the en.stedgeai-stneuralart-10.0.0.zip? I can't find the file in ST Edge AI Core. Thanks!
D:\stm32aibushu\stm32ai-modelzoo-services\object_detection\src>python stm32ai_main.py --config-path ./config_file_examples/ --config-name my_deployment_n6_ssd_mobilenet_v2_fpnlite_config.yaml2025-05-16 11:30:17.018496: W tensorflow/stream_executor/pl...
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...
error facedLibrary pathsLibrary pathslibrary pathsError in consoleI am working on using Nano Edge AI to classify sounds using my STM32 NUClEO-L476RG development board. i classified the recorded sounds as Crying Baby, Ambulance Siren, and Noise. I dep...
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)...
Hi,I want to develop my application which uses STM32N6's Neural ART and I want to use ARM complier(6.23) but I am not how to get started.Also from readme of model_zoo I see that STM32AI only support GCC complier. So does that mean I have to use GCC ...