Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello ST Community members, Are you a data scientist or machine learning engineer with experience deploying neural networks on edge or embedded devices? The ST team invites you to join a 45-minute remote usability session to provide technical feedb...
I am currently having an issue with flashing my neural network (saved as a .tflite model) to my Nucleo-L476RG board. I am able to analyze the model successfully, but when I select, "Validate on Target", I receive the error message below: E200(Validat...
Hello, Iam Sudarshan, A working professional and have recently got interested in TinyML. So me being curious, i wanted to interface camera and LCD with my STM32F411RE Nucleo board to run AI models on it.As per my understanding i would be able to inte...
Hello,What is the solution for implementing an LSTM model on an STM32?
so im trying to create a model that distinguish different types of pasta based on an already existng model(people detection in fp ai vision) . i followed the provided guide step by stephttps://wiki.stmicroelectronics.cn/stm32mcu/wiki/AI:How_to_use_t...
hello,I followed this tutorial 'How to use transfer learning to perform image classification on STM32.' During the project deployment step, when I build, I encounter these errors (Description Resource Path Location Type 'ai_layer_conv2d' {aka 'struct...
I am trying to use the raw data from the 3-axis digital magnetic sensor (IIS2MDC) to get a compass heading, but cannot get it to work.With the STWINBX1 flat on a table, I slowly rotated it 360 degrees starting from north.I then exported the data and ...
I am using the STEVAL-STWINBX1 development board with the FP-SNS-DATALOG2 software.I would like to configure an external interrupt for a digital input, but it appears all 15 external interrupts are being used ?On the schematic, there is a table which...
Hi,I have just opened my new STEVAL-PROTEUS1 evaluation kit for my project. I tried to connect it with the STBLE sensor app, but I realized that it does not appear on the Bluetooth search. Then I tried my STEVAL-STWINKT1B sensor kit, and it connected...
I want to call an AI model in the main.c to show the result of the prediction in a serial monitor, but I can't find out what functions in the X-CUBE-AI folder to use and how to use them.
I want to extract accuracy via "Cubeai". I can give multiple inputs and observe the results, but I cannot determine accuracy. What should the "Validation outputs" file look like? What should it contain and how should it be organized?
