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Resolved! Issues Integrating CRNN (Conv + GRU) Model in X-Cube-AI

Hi community members,I’m currently working on a project where I want to deploy a Convolutional Recurrent Neural Network (CRNN) on an STM32 MCU using X-Cube-AI. The network structure includes convolutional layers followed by GRU layers, with a reshape...

Tsu by Associate II
  • 1184 Views
  • 4 replies
  • 5 kudos

Resolved! E010 (InvalidModelError): Couldn't load Keras model

 I want to deploy a model I've trained on my STM processor using STM32 Cube AI, but I am encountering some issues. Could someone with experience in this area assist me? I don’t see any obvious issues in my model, but there could still be something wr...

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AI_I by Associate III
  • 991 Views
  • 3 replies
  • 0 kudos

Resolved! Edge AI

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

Ritesh1 by Associate II
  • 789 Views
  • 1 replies
  • 0 kudos

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
  • 601 Views
  • 2 replies
  • 0 kudos

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
  • 7334 Views
  • 2 replies
  • 1 kudos

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
  • 896 Views
  • 3 replies
  • 0 kudos

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・...