Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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...
hello,I want to train using Model Zoo with a custom dataset. I'm trying to convert the data from COCO format to Darknet format, but I encountered an error with the YAML file (see attached).
We reported the following error during the "optimize" step of generating an ONNX model: (ST Edge AI Core v1.0.0-19894 NOT IMPLEMENTED: Unsupported layer types: ScatterND).How to solve this issue? Is there any function or tool that can replace Scatte...
hello,I want to deploy an object detection application on the STM32H747 board. I used YOLOv5n; can I use FP-AI-Vision like in the example from the tutorial "How to use transfer learning to perform image classification on STM32".Best Regard
Hello,I have STM32H7S78-DK board and its have ARM cortex M7 core. As per research I saw that AI model is work on the same M7 cortex but I didn't know how it will work? would you please let us know STM32H7S78 supports AI model implements or not and if...
