Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
hiI have validate on the STM32N6 board by onnx model in STM32MX,but i have two different output ,like this: m_outputs_1: (10, 3)/float64, min/max=[-282.578064, 481.370483], mean/std=[-2.619613, 298.301398], output m_outputs_2: (10, 1)/float64, min/m...
Hello,im trying to implement an ai project that uses two different ai models in one pipeline.The output from model A should be the input for model B.The question that im asking would be how im able to combine the two models within one project in my S...
Hello! How can I store the model's input data in the flash of the STM32N6570-DK, then deploy the model, read the input data from flash, and perform inference? Are there any relevant tutorials for this? I previously followed the model deployment tutor...
Hello, I'm working with a NUCLEO-N657X0-Q Board and trying to run/debug a TensorFlow Lite model that has been quantized to int_8 to run on hardware. I've tried several approaches but every attempt leads to a dead-end of one error leading to three mor...
Hi,I'm working on a NUCLEO-N657X0-Q board with all the newest software releases. The model I've uploaded stalls on one epoch forever while debugging or running the app. I'm trying to debug the following generated inference loop (in app_x-cube-ai.c fi...
Hello,i am trying to use the NPU on the N6 by creating a project with CubeMX/X-Cube-AI. After creating the project i am greeted by a lot of errors (30). I don't change any of the code after code generation. So my question is, is X-Cube-AI with NPU ev...
@stm@Julian E. I get the following error.Attached are the model and npz files for quantization. Quantization with int8 shows following errors: Executing with: {'model': '/tmp/quantization-service/280b5700-3751-4fba-a647-f57a80bf0b73/stm32_mnist.keras...
Hello all,im currently trying to fine tune a mobileNetV2 model that is pretrained on imageNet on my own dataset.However when im adapting the user_config.yaml i dont know how to switch between mobileNetV2 1.0 and mobileNetV2 1.4 as i would like to see...
Hi there,I am newbie at edge AI, and I was runing the demo "motor vibration" in nanoEdgeAI.For me, the nanoEdgeAI is really a excellent work, I can easy understand the most part of the work flow by run an demo, even I am just a new guy.However, when ...
I am using STM32N6570-DK board.I wanted to use resnet50 model for Image Classification I generated files using stedgeai using the command : stedgeai generate --model resnet50_v2_224_int8.tflite --target stm32n6 --st-neural-art default@user_neuralart_...
