Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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 ...
X-CUDE-AI 9.1.0 Win11Analysis & Validating on Desktop, Passed.Validating ONNX model on NUCLEO F767zi (automated), Failed.Since this automated validation process cannot be intervened or debugged, it seems I can't do anything. Why this appears?Error he...
Dear Support As I am trying to get familiar with the NAnoEdge AI Sudio, I tried the followed steps to setup a demo project:1. New project -> select the EVB(NUCLEO-F401RE) and Sensor(Accelerometer - 3 Axes)2. Regular Signals : Create a datalogger -> S...
i need some assistance with modelzoo . so first of all . i converted a dataset to darknet using converter.py than i trained it using train mode i had a 2.6mo .h5 file then i quatized it to 600kb .tflite file. but when i tried to deploy it i had an ...
