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model zoo Object detection

Hello,I want to implement an application for detecting items in the kitchen on an STM32-H747i-DISCO board. I installed Python 3.10.2, TensorFlow 2.8, CUDA 11.7, and cuDNN v8.8.1. After installing the model zoo , I tried running the command in  Comman...

MH24 by Associate II
  • 241 Views
  • 5 replies
  • 0 kudos

modelzoo unrealibility

I wanted to share some feedback regarding the use of ModelZoo, as you previously recommended. Unfortunately, after dedicating significant time—about a month—to working with it, I have encountered numerous challenges that have made it difficult to ach...

yessine by Associate III
  • 234 Views
  • 3 replies
  • 2 kudos

Problem with "train.py" file ModelZoo

When I try to launch the "train.py" file, in conda virtual environment it gives me an error "ModuleNotFoundError: No module named 'logs_utils'". This is a module called on the code line 23 of the train.py. After that I've proceed with a "pip list" to...

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Diogomv by Associate
  • 399 Views
  • 4 replies
  • 0 kudos

Training a model

Hello, I am trying to train your models on a custom dataset created with​ the STM32F401 and X-NUCLEO 53L5A1 expansion board, and I am new to these things. I have downloaded the hand_posture folder on the model zoo section on GitHub, and followed all ...

Not implemented: Unsupported layer type: SlicingOpLambda

Hi,I am trying to analyse a pre-trained model (Keras, .h5) using STM32CubeMX X-CUBE-AI software and encountered the error “[AI:network_1]  NOT IMPLEMENTED: Unsupported layer type: SlicingOpLambda”. The model is trained with the stm32ai-modelzoo libra...

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abt by Associate
  • 153 Views
  • 0 replies
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Resolved! No response after flashing the STM32H747I-DISCO from cube IDE

hello everyone.I created a project for the STM32H747I-DISCO chip, the goal was to run an image classification model on it.I used a model from model zoo. and did quantization on it following the instructions there.The part where I am stuck is when I g...

TECO by Associate II
  • 649 Views
  • 4 replies
  • 1 kudos

Resolved! How to manually flash the chip after Model zoo has generated the C-code

Hello! I recently used stm model zoo and deployed an image classification model on a chip. The flashing part is made automatically if the chip is connected, but I was wondering how to do it manually (using another software)?I get these folders after ...

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TECO by Associate II
  • 256 Views
  • 2 replies
  • 0 kudos

Resolved! Yolo model on STM32H747I-DISCO

My use case is about computer vision (yolo model preferably) and how to monitor its inference in order to have an idea of its carbon footprint when running on the chip. I heard that stm32-zoo has a yolo model available, so it is possible to use it on...

TECO by Associate II
  • 319 Views
  • 2 replies
  • 0 kudos