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STM32AI Python interface

STM32AI Python Interface is a Python implementation of the REST APIs dedicated to STM32Cube.AI Developer Cloud.

With this package, you will be able to:

  • Log in to STM32Cube.AI Developer Cloud using your MyST Account
  • Upload your own Keras, TFLite and ONNX Model
  • Analyze your model with our tool in order to know memory footprint, model complexity and more
  • Benchmark your model directly in real STM32 targets to get real performance (inference time, memory footprint...)
  • Generate C Code from your model

Before you start

You will need to have a MyST account in order to use this service. If not, please register in st.com website.

Requirements

  • Python >= 3.7

Getting Started

Install Python package required

pip install -r requirements.txt

Export your MyST username and passwords

export STM32AI_USERNAME="dupont@example.com"    # Address mail used for your MyST Account
export STM32AI_PASSWORD="password"              # Your password

Arguments Interface

Arguments supported for CLI calls are available in ./stm32ai_dc/types.py

Troubleshooting

You might have issues if you are working behind a corporate proxy. To fix your issues, please try the following:

I need to set a proxy setting

export http_proxy="http://username:password@proxy_addr:proxy_port"
export https_proxy="http://username:password@proxy_addr:proxy_port"

Connection Reset / Connection error on HTTPS Requests

These issues might be due to proxy configuration which requires to set a certificate. In order to skip this error, you can try the following:

export NO_SSL_VERIFY="1"

Example

Examples are available in ./stm32ai_dc_examples/ folder