Edge AI

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

cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

stm32ai INTERNAL ERROR: list index out of range

I have a DB (Differentiable Binarization) model exported to ONNX, and I quantized it with onnxruntime using the code below:```dr = DetDataReader(calibration_dataset_path, input_model_path) # Fake images as I'm just attempting to measure the memory us...

Mai1 by Associate
  • 1812 Views
  • 5 replies
  • 0 kudos

How to infer a normal Float model when quantised on STM32CubeMX.

안녕하세요 제목과 같이 관련돼서 문의 합니다. 입력 데이터는 아래와 같고,Translated to EN: Hello I have an enquiry related to the title. The input data is as below, // 13 x 15 int new_data[195] = { /* fill with your sensor data */440, 501, 743, 479, 546, 658, 596, 523, 493, 684, 85...

Sensortile.box Machine learing with Unico GUI

Hello everyone,I'm trying to use the sensortile box pro for an ML alghoritm.My idea is to have a machine learning algorithm that can identify two types of vibrations: correct and fault.Using the firmware loaded on the Sensortilebox Pro Datalog 2.1.1,...

Frabbit_2-1716820083837.png Frabbit_0-1716819924874.png Frabbit_3-1716820168003.png Frabbit_4-1716820228315.png
Frabbit by Associate III
  • 7170 Views
  • 7 replies
  • 0 kudos

Resolved! [IMU] Talking to sensors on sensor hub

So i have a LSM6DSOX and connected to its sensor hub LIS3MDL. Currently I'm trying to log data to feed into the NanoEdge studio.  So i need to grab data from the actual LIS3MDL. On the sensor hub you can read and write registers through the sensor hu...

BA_ by Associate II
  • 2421 Views
  • 4 replies
  • 0 kudos

Resolved! STM32CubeIDE does not emit the X-CUBE-AI middleware

I am using STM32CubeIDE v1.12.1 on macOS. I have noticed that, when I import a project generated with STM32Cube.AI Developer Cloud, whenever I open the IOC and make a change to the device configuration that requires to regenerate the code, the projec...

PB1 by Associate III
  • 6627 Views
  • 16 replies
  • 2 kudos

Want to deploy TFLM library on STM32L562E

Hi,Currently, I want to use TFLM library to do the inference rather than Cube.AI. For me, what I am doing is:1. download the latest tflm library2. build it with commands: "make -f tensorflow/lite/micro/tools/make/Makefile TARGET=cortex_m_generic TARG...

Resolved! error while analyzing a neural network (Tflite model) in stm32 cube ai

good morning, I'm trying to import a neural network for NILM (non-intrusive load monitoring) in the stm32 environment, but I can't complete the analysis due to the presence of the error: INTERNAL ERROR: unpack_from requires a buffer of at least 12283...

Luca4 by Associate II
  • 2011 Views
  • 5 replies
  • 1 kudos