Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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Hello everyone!At the moment I am developing an AI system for the STM32H7A3 using STM32 Model Zoo und Cube AI. For testing purposes I trained the SSD Mobilenet V1 model for 192x192 picture resolution and implemented it in a firmware app for testing i...
I'm trying to do a program like a baby crying and i'm looking for the code of babycrying program. I need to do a program that detects unwanted noises in cars, so i think that maybe is similar than the babycrying app.I thought it was possible using th...
Hello everybody,I started to use the AI Cube MX extension and developed an application on the NUCLEO-F746ZG Board. It all worked very well.Now I am trying to integrate this small application into a bigger, existing project.There seems to be a problem...
Good morning, I am working on this Firmware https://github.com/stm32-hotspot/STM32WB-BLE-AI-MotionSense.I created the Neural Network but I don't see the Classification on The Monitor.Can you help me to solve the problem ?Thank you.Best regardsLuigi B...
Hi,I have managed to program the STM32F746G-DISCO with a simple neural network but when I try to do it using the external Flash by using the option in advanced settings (External NOR Flash) it doesn't work. Any idea why? Is there anything else I need...
I want to know when will stm cube ai support keras 2.12.0 because for now it only support up till 2.11.0. I can't seem to downgrade my keras version as it require to downgrade more dependencies.Furthermore I converted my lstm keras (h5) model to tfli...
Hi, I have two onnx models. One of them is U-Net like architecture and another is just Conv1d + Linear. I have onnx file and try to analyze the models.When I analyze U-Net like model, the analyzer show "INTERNAL ERROR: tuple index out of range" error...
I am using the XCUBE-AI software to deploy an SNN (Spiking Neural Network) on my STM32H747I-DISCO board. The SNN is in the form of a .h5 file, and was converted from a CNN using the snn toolbox. The SNN ofcourse, has a lot of custom layers. I want to...
When I try to Validate model on target using CubeIDE tool I am facing this error.
I have a saved tflite model , which I want to deploy on my STM32H747I-DISCO board. For now, I just want to run validation on target using one custom input. I have the input as a numpy array (saved as a .npy file, it's a 4D array). Can someone please ...
