Hey!After doing some work I connected a Nucleo-L011K4 to the STEVAL-MKI197V1 breakout sensor board with the LSM6DSOX. I am connected through SPI, loaded the configuration (header file) on it and get it running. I've also set up a GPIO on the Nucleo b...
I am looking to create a project where I can set/latch the interrupt pin INT1 on high when the LSM6DSOX is detecting state X (where X is state 1/2/3 etc.) and goes down (low) when in a generic/static state (state 0). How is this possible? I found in ...
I am building CNN model on TensorFlow and after that I generate C code for STM32 micro using CubeMX-AI.Here's my modelmodel = models.Sequential() model.add(layers.Conv2D(32, (3, 3), activation='relu', input_shape=(32, 32,1))) model.add(layers.MaxPool...
Hi, As the title says, I'm trying to use a model with integer weights in cube_ai for speed and size performances. I converted the original keras model to int operations using TFtiny, but when I try to import it, cube_ai throws an error warning me tha...
When I'm trying to analyze the network in CubeMX I get the following error: TOOL ERROR: Unsuportet Layer Type: LSTM. Is there any possible Version of Cube AI wich supports an Recurrent Type Layer such as LSTM or GRU?
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...