Edge AI

Resolved! Invalid Initializer error with auto-generated code X-CUBE-AI

Hello!I'm having the exact same issue than the one described here: https://community.st.com/s/question/0D53W00001YbCCCSA3/invalid-initializer-and-initializer-element-is-not-constant-errors-in-stmcubeai?t=1662110397892Wrapping ai_network_params inside...

Resolved! STM32CubeIDE does not emit the X-CUBE-AI middleware

I am using STM32CubeIDE v1.12.1 on macOS. I have noticed that, when I import a project generated with STM32Cube.AI Developer Cloud, whenever I open the IOC and make a change to the device configuration that requires to regenerate the code, the projec...

Invalid Initializer and Initializer element is not constant errors in STMCubeAI

I have obtained a model by using Google Colab and translate it through TF Lite. I could apply validate on target and validate on desktop process and I did not get any error. However, once CubeAI generated related .h files and I used them, I got two e...

How to implement YOLO on STM32 H7

Hello,I'm sorry that these are in fact many questions but I'm wondering why I can't analyse any of the ONNX models that I've downloaded. I tryied YOLOv8n (12MB), YOLOv6n (18MB), YOLOv5su (36MB), YOLOv4tiny (24MB) and YOLOv2 (62 MB) and none of these ...

I need some information about Wio Lite AI development board,it would be very greatful if anyone can share with me.

Unfortunately I missed a training held by STM32 in October this year, because I only got the board in November, and now I don’t have any information about the board, including schematics, chips, module data manuals, etc., so I need some urgently. Hel...

Resolved! CubeIDE removes middleware folder after re-generating CubeMX code. using x-CUBE-AI

Resolved! Flash and RAM memory size for STM32H747I-DISCO board is not as expected

Hello, I'm trying to validate a CNN model using X-CUBE-AI and the STM32H747I-DISCO board with the microcontroller STM32H747XIH6. The Flash memory size should be 2MB and 1MB of RAM. However, the memory limit is bellow the expected one. For instance, t...

Error when exporting PyTorch model "NOT IMPLEMENTED: Order of dimensions of input cannot be interpreted"

I am using the STM32Cube.AI Developer Cloud to convert my ONNX model that I built using PyTorch.Here is my export code:input_size = [1, 8, 1000] x = torch.randn(input_size) onnx_folder_path = 'onnx_models/' if not os.path....

error when analyzing the .onnx model in stm32cubeMX by stm32cube.AI

Hi, Thanks for your attention. I am analyzing the .onnx format model but an error occurs. I try to reinstall the stm32cubeMX but it doesn't help. The part of architecture is: Here is the log information. Can you help me with this problem? @Romain LE ...

[X-cube-AI] How could i use the external QSPI & SDRAM in order to speed up the inference ?

What I have checked through the user manual UM2526 and FP-AI-VISION1 examples is that I am using X-cube-ai version 6.0.0 for the 32bit floating point model (the model data type I am currently using), so I want to read data from external SDRAM in ord...