Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi, I'm working on a project involving using NN with cube ai to track objects from images coming from a camera sensor. I would like to find a way to downsample an image in the fastest / less cpu intensive way possible (the video feed is approximately...
Hello,I created a CNN model used Keras with tensorflow here's the modelmodel = models.Sequential() model.add(layers.Conv2D(32, (3, 3), activation='relu', input_shape=(32, 32,1))) model.add(layers.MaxPooling2D((2, 2))) model.add(layers.Conv2D(64, (3, ...
I am using cube ai 5.0.0 , and the version of my IAR is v8.32.My board is NUCLEO-LM476RG.I followed the tutorial exactly step by step, but it raised this error.What can I do?The further question is: is validation on target necessary? I can validate m...
Hi, I am trying to deploy a Keras model that fits in the board STMH743XI-E02. In order to do so, I've created the model, and loaded it into the project according to the current documentation.I've tried to use several USART ports to enable communicati...
Hi,I am looking for a dev. tool to try to implement pre-trained various classifiers from sensors data into a microcontroller.I want to implement various ML models including NNs, SVM, Random Forest and Naïve Bayes. The sensor types for the inputs woul...
I just want to ask one simple question. is it possible to use Machine learning & AI with STM32F3 Discoveryboard ? If it is no, which board we can use Machine learning & AI? Thank you very much in advance
Hello In UM2526 User manual "Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI)"I found the following sectionI think that .h5 model is enough for Cube-AI to generate model in C code for STM32, or should I include .json ...
Hi guys,I was wondering if there are people interested in artificial inteligence computed on embedded devices? Recently i have found a smart chip for accelerating neural networks produced by a Korean company called NM500 http://general-vision.com/doc...
Hello,I am using STM32CubeMX Ver 5.5.0 with X-CUBE-AI .In the generated code inside function MX_X_CUBE_AI_Process() I found the following code just before aiRun function /* ---------------------------------------- */ /* Data generati...
I recently found out about the STM32Cube AI toolkit, which holds much promises. In the ST blog they specified that it currently only supports mcu's with an FPU but aims to bring support also to fixed-point implementation. It states that a Cortex M4 o...