Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello,I am currently working on validating a machine learning model that I have deployed on an STM32 microcontroller. While the model successfully runs on the STM32, the results it produces differ significantly from those obtained when running the m...
Bonjour, Je rencontre une erreur lors de la génération de la bibliothèque pour mon modèle de réseau de neurones dans X-CUBE-AI. L'erreur est la suivante : E103(CliRuntimeError): Unable to generate the "libai_network_1" library J'ai suivi les étapes s...
Hello there,I have STM32H747I-DISCO and ov5640. Can i use ov5640 for model-zoo ? If yes what changes are required ? I'm following repo : https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/mainI have already installed the "requirement.txt"How...
Hi, We put our network onnx into X-Cube-AI but it is not pass the test. it shows the following error message: Analyzing model.:/Users/DELL/STM32Cube/Repository/Packs/STMicroelectronics/x-CuBE-Al/9.0. 0/Utilities/windows/stedgeai.exe analyze -target s...
I have written my neural network code and converted it into C language code using STM32CubeMX AI tool. I copied the generated three source code (Network. c, network_data.c and Network_data_ams.c) and the relevant header files into my original project...
I create a model in ONNX (in attach file)I am unable to "Analyse" the model in X-Cube-AI Ver 5.1.2. All I get is an "INTERNAL ERROR: tuple index out of range" message
How to do benchmarking of YOLO model on stm32 platforms. Ritesh
23:46:18 **** Incremental Build of configuration Debug for project Ai ****make -j4 allarm-none-eabi-gcc -o "Ai.elf" @"objects.list" -Wl,--start-group -l:NetworkRuntime512_CM4_GCC.a -Wl,--end-group -mcpu=cortex-m4 -T"C:\Users\DCL\STM32CubeIDE\workspac...
I’m using X-Cube-AI Toolbox 9.1 to realize Vision Transformer deployment but got stuck. I exported from torch using ONNX opset=15. I then used onnx2tf to convert ViT to .tflite format, which is obviously a valid model as shown in Netron. 1.When I’m t...
