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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Forum Posts

How to use extend FLASH?

I have just started learning X-CUBE-AI and encountered an issue when deploying a large model. Currently, I am trying to deploy a model of approximately 4 Mb on the STM32F4ZGT6, but its internal FLASH is only 1 Mb. To address this, I plan to use an ex...

pienasc by Associate II
  • 290 Views
  • 2 replies
  • 0 kudos

Resolved! NaN when validating on target

Hi everyone!I'm trying to validate an ONNX model on my STM32H747I-DISCO board, but I'm running into issues.I've successfully generated the project and flashed it onto the board. The validation process does run (using random inputs), but the final met...

Dresult by Associate III
  • 901 Views
  • 9 replies
  • 7 kudos

Unsupported Layers Update for Segment-Anything Models

We are aiming to deploy one of the more well-known CV models on an MCU, the segment-anything model by Facebook, but there are layers that are unsupported, and we can't exactly modify layers as it would greatly affect performance. Fortunately, time is...

Resolved! FFT not displayed in NanoEdgeAI Studio

Hi everyone,I'm currently working with NanoEdgeAI Studio and I'm trying to analyze a signal from mutliple CSV files with each containing more than 450,000 rows of data. However, when I try to compute the FFT, the software displays the following messa...

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MERSI by Associate III
  • 236 Views
  • 1 replies
  • 1 kudos