Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi,I've made a custom board where I followed the schematics of the STM32H747I-DISCO board. Instead of the stm32h747 I use the stm32h743 microcontroller, because of the availability. I'm working on the 'FoodReco' project and modified it to my needs (c...
Hi, I have installed STM32 cube IDE and the latest version of CUBE AI software pack to convert a pretrained neural nework implemented and trained with Keras/TF. After creating a project, when I try to add a network from a saved model.h5 from the file...
I'm trying to build a .npz file with multiple input and output data.I achieved to add just one input and output using this code:np.savez('STM32TestData.npz', m_inputs_1=input_1, m_outputs_1=output_1, ) This works fine, but just one p...
Hello All,I was wondering whether the 'People counting' example (in FP-AI-VISION1's function pack of ST32H747-DISCO) can be re-trained for custom images. For example, I want to detect the position of an object (let's say a cat) in an image using the ...
I am importing a tf lite model using tf lite runtime library in XcubeAI 7.0. I also tried with XCube 6.0. also complained the same problem. could someone help me with me ?
Project: MEMS&Sensors "On-Life" series --- Launching project
I'm trying to create an AI Vision application based on the STM32H747I_DISCO_FoodReco_Quantized application. I've made a custom board with the STM32H743ZI microcontroller. I believe the problem is that the data is not correctly written to the external...
When I use cubemx.ai to analyze a onnx model ,I get a error tells list index out of range,what should I do? When I analyze another onnx model ,it occur another error 'params set for InstanceNormalization layer'Could anyone help me?Thanks:confounded_f...
In developing some activity classification models using the LSM6DSOX, I have noticed that some information regarding the computation of features appears absent from the documentation. For some features (mean, min, max, maybe more), it would appear th...
X-CUBE-Ai offers ways to implement custom layers via a custom layer json file. The documentation is a little vague on what operations can be used in the "op" field. Concretely I would like to simply just skip some of the custom layers in my model, si...