Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello ST Community members, STM32Cube AI Studio is ST’s next-gen desktop solution for optimizing and validating AI models running on STM32 MCUs. It brings a unified workflow, improved performance evaluation, and a modern user experience designed th...
Hello Community team,a new article is now available in the Knowledge articles section:Fan rack condition monitoring with industrial sensor machine learning core --- 1/2Fan rack condition monitoring with industrial sensor machine learning core --- 2/2...
Hello everyone,I am trying to deploy ML model to microcontrollers and I have two boards of STM32L4R9I-Discovery and STM32H7B3I-Discovery. The experiments and related results are shown below:I use TFLite Micro and STM32Cube.AI runtime to profile my ...
When the binary `STM32H747I-DISCO_Webcam_V300.bin` is dropped onto the DISCO board the webcam application functions. However, when I build from source the webcam is detected and I can see the resolution options in the `windows camera` app, but the fr...
Hi all,I'm starting on AI and so I'm following the tutorial "Getting Started with STM32Cube.AI". After the first settings I see the message attached. Why?Any Helps?Thanks
I have been following the FP-AI-VISION1: Computer Vision application video tutorial by Thibaut Vercueli and he uses Google Colab and a notebook called "TransferLearning" to train a new Tensor Flow Lite model on custom images, before loading this into...
The standard way to generate a header file with MLC register settings is to generate from decision-tree .txt file (exportet from WEKA or python).In our project we want to avoid tool interaction.The register settings (ucf or header file) should be gen...
I am working on the deployment of the CNN model on an STM32F29 board with 8-bits precision.I am able to generate the validation code, but the problem is that the model data are in u64 format (as illustrated in the image below)please help?thanks,
Following is my data , I am trying to validate on option of 'validate on desktop'. I am getting following errorLoading: /home/censdata/workspace/har/har_ai/har_ai.ioc projectInitializing: STM32F429ZITx [AI:network] Analyzing model [AI:Generator] Comm...
Hello,I used the example DCMI_CaptureMode for the STM32F769I-EVAL and the CubeMX generator with CubeAI in order to make an object classifier on board. It worked well with the internal RAM for 28*28*1 pictures but now that I want it to work for 128*12...
