Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi, I am trying to build the 'Getting Started with Image Classification' project from STM Model Zoo on STMCube IDE. However, whenever I try to build the project I keep getting this error: "fatal error: ../Components/adv7533/adv7533.h: No such file o...
I have this working keras model: https://www.dropbox.com/scl/fi/544ma5tsndw3cjv8djem0/model.keras?rlkey=87845alu8vki9y81kb7tjgrab&dl=1 and I am trying to load it into X-CUBE-AI 8.1.0 When I hit Analyze I get this error: Neural Network Tools for STM3...
I'm trying to develop an AI model and integrate it into the STEVAL-STWINKT1B board to classify the noise of industrial engines. How do I implement the generated library in nano edge ai so that the board shows the classification by obtaining data from...
Hi, I am in the process of trying out the image classification example in the STM32 Model Zoo package. I have trained the MobileNetV2 model and followed the steps for deployment on my STM32H747i-Disco Board. However, the code does not seem to be work...
Hi there, I'm not sure if it's better to leave a post here, or on github. If there is a preffered place, please let me know!TL;DRI'd appreciate any guidance on how to correctly configure the pad-values for 1-bit conv operations within X-CUBE-AI.I app...
I have created a tensorflow model for image classification. But during the optimization process using STM32 AI developer cloud, I am getting the following error:error: Error when deserializing class 'InputLayer' using config={'batch_shape': [None, 3...
Hi community members,I’m currently working on a project where I want to deploy a Convolutional Recurrent Neural Network (CRNN) on an STM32 MCU using X-Cube-AI. The network structure includes convolutional layers followed by GRU layers, with a reshape...
I want to deploy a model I've trained on my STM processor using STM32 Cube AI, but I am encountering some issues. Could someone with experience in this area assist me? I don’t see any obvious issues in my model, but there could still be something wr...
How to check the classification accuracy of image classification models on STM32H7 ? Ritesh
Hi,I see the ST Edge AI Suite case studies People counting with a ranging sensor. Is there any demo project for that ?Regards