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! 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
  • 6838 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
  • 2073 Views
  • 5 replies
  • 1 kudos

[X-CUBE-AI] Unsupported wrapped layer type: Conv1D

Hello,I am trying to apply a CNN+GRU network based pre-trained model (Keras, .h5) onto the board (STM32G4474RETx) by using X-CUBE-AI and encountered this error: "Unsupported wrapped layer type: Conv1D" when I tried to analyze it.Based on the error me...

LIS2DUX12 accelerometer

hi I want to start with LIS2DUX12 accelerometer programming ,It is not clear for me from where should I start . could anyone please tell me what I should do ? Regards

S1 by Associate II
  • 661 Views
  • 1 replies
  • 0 kudos

Resolved! Anomaly detection fail on board

Board - B-L4S5I-IOT01A BoardAI application tool - NanoEdge AI StudioCUBEMXIDE - STM32CubeIDE 1.15.1I made one model.Model detect anomaly on nano studio.I deploy model. Deployed system always show similarity a fix value. Sensor data change. Detection ...

Resolved! MEMS Studio Zero Crossing

Hello everybody, We are currently evaluating the MLC of the LSM6DSOX and have a couple of general questions regarding feature calculation in MEMS Studio.I've included excerpts from the application note for quick reference. Zero-Crossing:"The feature ...

luik by Associate II
  • 880 Views
  • 1 replies
  • 2 kudos

B-L4S5I-IOT01A not compatible to edge impulse

Board - B-L4S5I-IOT01A BoardAI application tool - edgeimpulseIDE -  STM32CubeIDE 1.15.11. AI model generated from edge impulse AI platform for B-L4S5I-IOT01A Board. Package downloaded.2. CUBE mx generate code for B-L4S5I-IOT01A Board.3. Edge-Impulse ...

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Abin_19 by Associate II
  • 737 Views
  • 0 replies
  • 0 kudos