Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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...
Hi, I am currently working with the STM32 H747I-DISCO board, which uses the MB1166-A09 LCD daughter board. I attempted to update the driver by following the instructions from this resource: https://wiki.st.com/stm32mcu/wiki/AI:How_to_perform_people_c...
I am running a model which uses batch_matmul though the batch_matmul is already defined why am i getting such error.
Hello, this is a Stm32h747i-disco user.https://www.digikey.kr/en/maker/projects/tinyml-getting-started-with-stm32-x-cube-ai/f94e1c8bfc1e4b6291d0f672d780d2c0I'm trying to study using the sine model example in the link above, but x-cube-ai 5.1.2 is not...
I've successfully implemented a small machine learning model on the STM32F303ZE, and it's working well so far. However, I’m curious about the maximum size of the model that this microcontroller can handle. Has anyone experimented with larger models o...
im trying to train a model based on pascal 2012 dataset (training mode). after the system laod the datasets. when it starts training 1/50 epoque i encounter several errors about cudnn(please check image) im using cudnn v9.4 . i found that tensorflo...
