Skip to main content

CircuitPython prediction library for the Azure custom vision SDK

Project description

Introduction

Documentation Status Discord Build Status Code Style: Black

CircuitPython prediction library for the Azure custom vision service.

To use this library, you will need to create a custom vision project at CustomVision.ai. Once you have your project, you will need to train either an image classification model, or an object detection model. You can then use this library to make predictions against this model.

You can read more on how to do this in the Microsoft docs:

Dependencies

This driver depends on:

Please ensure all dependencies are available on the CircuitPython filesystem. This is easily achieved by downloading the Adafruit library and driver bundle.

Installing from PyPI

On supported GNU/Linux systems like the Raspberry Pi, you can install the driver locally from PyPI. To install for current user:

pip3 install circuitpython-azurecustomvision-prediction

To install system-wide (this may be required in some cases):

sudo pip3 install circuitpython-azurecustomvision-prediction

To install in a virtual environment in your current project:

mkdir project-name && cd project-name
python3 -m venv .env
source .env/bin/activate
pip3 install circuitpython-azurecustomvision-prediction

Usage Example

client = CustomVisionPredictionClient("api_key", "endpoint")

predictions = client.classify_image_url("project_id", "published_name", "https://www.adafruit.com/includes/templates/shop2019/images/adafruit-logo.png")

Contributing

Contributions are welcome! Please read our Code of Conduct before contributing to help this project stay welcoming.

Documentation

For information on building library documentation, please check out this guide.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page