Edge AI

FP-AI-VISION1 - Object Detection starting point

Hi ST,I would like to use the project 'People counting' in FP-AI-VISION1's function pack on my ST32H747-DISCO board + B-CAMS-OMV. The idea is to replace the model with a specific object instead of a person.Now there is only a binary file available to...

***ARTICLE*** Baby detector combining MEMS sensors and STM32 MCUs through Artificial Intelligence

Baby Detector is an application developed to sense the presence of babies in a small environment. The idea is to face the problem of babies forgotten inside cars, that can lead to their death especially on hot summer days.The core elements of the sys...

X-Cube-AI Calculation of Memory Requirements

I would like to compare a lot of CNN models in terms of RAM usage.If I analyze a single model the important result I am interested in is the ram (total) usage. As that practically defines, if the model fits into the RAM. weights (ro)         : 1,544 ...

I am trying to add UART1 function in FP_AI _SENSING1. Kindly let me know what is the procedure to add it.. When I tried it showing errors There are many errors like HAL_UART_RECEPTION_STANDARD undeclared

LogMel Spectrogram-ASC-FP-AI-SENSING1 PACK

Hi Gln,Am trying to modify the ASC code for keyword spotting. I can see the ASC dataset which is 30sec audio data with sample rate 44.1khz whereas am using 1 sec audio dataset with sample rate 16khz. After feature extraction, am getting value "0". Sh...

I generated the code of sklearn SVM onnx file using cubemx.ai 7.0. But got the "invalid output" error. It seemed ,where can I got the demo code for skleran models, ,svm,i-forest,and so on,

Why .elf file does not exist ?

I'm trying to validate on target the example proposed in https://www.youtube.com/watch?v=k8AAr84z27s concerning the asc NN implementation with X-CUBE AI.My target is the NUCLEO-F401RE instead.After generating code I try to build and I get the warning...

How can I reduce the RAM consumption of AER applications?

Dear ST Engineer,I use CubeMX. AI debugging the AER applications downloaded from https://github.com/Shahnawax/AER-CNN-KERAS, need RAM 9.31 MiB, no matter use what kind of compression is so big, that is to say there is no that kind of MCU can adapt to...