Edge AI

Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.

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Resolved! Edge AI

How to check the classification accuracy of image classification models on STM32H7 ?    Ritesh           

Ritesh1 by Associate II
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X-CUBE-AI issue with other peripherals hanging

Hi everyone,I'm currently working on a project that involves implementing Edge AI using the X-CUBE-AI software package within STM32CubeIDE. After adding the AI model, which requires 44 bytes of RAM and generating the necessary code, We encountered a ...

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Jf.1 by Associate II
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  • 2 replies
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Resolved! NanoEdge AI Studio usage

Dear Support As I am trying to get familiar with the NAnoEdge AI Sudio, I tried the followed steps to setup a demo project:1. New project -> select the EVB(NUCLEO-F401RE) and Sensor(Accelerometer - 3 Axes)2. Regular Signals : Create a datalogger -> S...

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XiaoKang by Associate
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  • 2 replies
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Resolved! modelzoo deployment error

i need some assistance with modelzoo . so first of all . i converted a dataset to darknet using converter.py than i trained it using train mode i had a 2.6mo  .h5 file  then i quatized it to 600kb .tflite file. but when i tried to deploy it i had an ...

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yessine by Associate III
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  • 3 replies
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Resolved! use B-L475E-IOT01A2 for data acquisition for training with NANOEDGE AI STUDIO.

私はNANOEDGE AI STUDIO内のData Logger Generatorを参照しました。現在ここに私が所有するB-L475E-IOT01A2(開発ボード)がありません。そこでB-L475E-IOT01A2で温度・湿度・加速度のデータ・ログを取得し、NANOEDGE AI STUDIOにて機械学習を実行したいと思っています。なお温度は内部温度センサを使おうと思います。そこでB-L475E-IOT01A2で使えるおすすめの湿度センサ・加速度センサを教えてください。また、内部温度センサ・...

Resolved! INTERNAL ERROR: Value of zero not correct

Hello, everyone! I'm learning to deploy my target detection model using cubeai. My model is trained using pytorch and I found that cubeai doesn't support .pth file conversion so I'm trying to convert my model to onnx format. Since the size of my mode...

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ST NanoEdgeAI data constraints

Hi, I was working with NEAI and saw these constraints mentioned in the wiki:General considerations for input file format:.txt / .csv filesNumerical values only, no headersUniform separators (single space, tab, comma, or semicolon)Decimal values forma...