Edge AI

cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

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 ...

Screenshot 2024-10-15 215102.png
yessine by Associate III
  • 753 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・...

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...

mc_daydayup_0-1708936849552.png

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...

Resolved! Machine learning using stm32h755 chip

I am trying to integrate the a neural network machine learning model into the stm32h755 chip. I downloaded the stmCubeMx, installed X-Cube-Ai, selected the core, added the network using tflite file and then generated the code. I can't find the ai_mod...

slodh by Associate II
  • 1674 Views
  • 9 replies
  • 0 kudos

Validation on Target can't get my device

I'm a senior student majored in AI before and recently bought an STM32H743VIT6 to experiment with Edge AI. I haven't had any experience with embedded systems before. My ports seem to be missing, but CubeProgrammer successfully found my device through...

QQ图片20241024105216.png
Zilliax by Associate
  • 429 Views
  • 2 replies
  • 0 kudos

Deploying tensorflowlite object detection model

Hi, I am using STM32F746G Discovery Board to deploy an object detection model to detect person in an image. The model size of the object detection model is less than 1Mb. The implementation would be like to make an inference in the microcontroller li...

modulo3see_0-1729244958648.png

ROM overflowed with over 3000 kB tflite models on ISPU

I am testing a tflite model on the ISPU, using the following hardware:NUCLEO-F401RE + X-NUCLEO-IKS4A1I downloaded the x-cube-ispu repo and imported the template_stedgeai example to STM32CubeIDE. Finally i generate the network library with:  stedgeai ...

konaukko by Associate
  • 632 Views
  • 1 replies
  • 0 kudos

STM32H747I DISCO : model zoo object-detection memory areas

Hello there,I'm using stm32h747i-DISCO board, and running object detection demo from model-zoo. Now i want to add Ethernet functionality with the demo. I have some questions for the same, as below...Q1) there is only one linker script in object detec...

image (4).png