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, Are you a data scientist or machine learning engineer with experience deploying neural networks on edge or embedded devices? The ST team invites you to join a 45-minute remote usability session to provide technical feedb...
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
'ai_layer_conv2d' {aka 'struct ai_layer_conv2d_'} has no member named 'in_ch_format''ai_layer_conv2d' {aka 'struct ai_layer_conv2d_'} has no member named 'out_ch_format' Also i am trying to run a object detection model in which i want to glows LEDs b...
Hi everyone,I'm currently working on a project that involves implementing Edge AI using the X-CUBE-AI software package within STM32CubeIDE. After adding the AI model, which requires 44 bytes of RAM and generating the necessary code, We encountered a ...
