I loaded my mobilenetv3 model in STM32CubeAI but when I tried to choose the compression ratio of 4 and 8 to reduce size, the RAM and FLASH requirements are still the same.Also, I optimized my model in tensorflow lite which results in ~2MB, but when I...
Hello,I'm interested on the FP-AI-VISION1 sample but it runs on a STM32H747I-DISCO. I personnally have the STM32F746G-DISCO. Is it possible to build the application for it ? Is there some documentation explaining how to build for another board ?Moreo...
I trained a model which includes my custom layer, but I met a error that says "unknown layer" when analysizing th model. Thansk a lot.
I've been watching the project creation of an AI application in STM32Cube.AI. What I am looking for is a tutorial on how to use the X-CubeAIto run inference on data that are feed to the GPIO pins of STM32 MCU's. So far, I did not see STM giving tuto...
Hi,I am working for a ‘Digit detection’ project using STM32CubeIDE 1.5.1 (X-CUBE-AI.5.20) and STM32H743. I have created Keras Model with 28x28 pixel size grey scale image for training. Every thing work as expected with CubeIDE. I am looking a right s...
Hi,I would like to ask whether it is possible to put multiple models into an MCU using x-cube ai. The first model would generate one output which will be one of the inputs for another model with 13 inputs and 3 outputs.If you could provide steps as t...
Hi All,I am developing product using LSM6DSOX and plan to use MCL for classification. Current process of development is following: 1 gathering raw data2 generating ARFF file with features using Unico GUI3 generating decision trees using our py code4 ...
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I'm trying to deploy an object detection system on the STM32H743ZI2 board using CubeIDE and X-CUBE AI. For my evaluation process, I want to load images (stored as flattened text file arrays) from a USB flash drive.To be clear, the USB appears to be s...
Hello,We are running a tflite model (generated from tf.Keras) following the example here : https://www.digikey.in/en/maker/projects/tinyml-getting-started-with-stm32-x-cube-ai/f94e1c8bfc1e4b6291d0f672d780d2c0While running "Validate on Desktop", we ar...