Edge AI
Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Forum Posts
I failed to initialize AI by using msh command, ai_error_type:51, ai_error_code:65
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...
INTERNAL ERROR: tuple index out of range
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
Resolved! performance evaluation of yolo models on different edge platforms
How to do benchmarking of YOLO model on stm32 platforms. Ritesh
Resolved! x_cube_ai 5.1.2 code cvompile error !!!! in Cube ide
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...
Resolved! Tflite Batch_Matmul and Loop Operator Not Supported
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...
Updating driver of LCD (MB1166-A09) for STM32 H747I-DISCO board
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...
operator not supported
I am running a model which uses batch_matmul though the batch_matmul is already defined why am i getting such error.
x-cube-ai 5.1.2 version not verified
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...
Resolved! Maximum Model Size for STM32F303ZE in Machine Learning Projects?
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...
