{"id":14954324,"url":"https://github.com/jimbobbennett/circuitpython_azurecustomvision_prediction","last_synced_at":"2026-03-10T17:02:52.855Z","repository":{"id":55913798,"uuid":"251468313","full_name":"jimbobbennett/CircuitPython_AzureCustomVision_Prediction","owner":"jimbobbennett","description":"CircuitPython prediction library for the Azure custom vision SDK","archived":false,"fork":false,"pushed_at":"2020-12-07T17:35:00.000Z","size":97,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-18T03:06:14.817Z","etag":null,"topics":["ai","azure","circuitpython","customvision"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jimbobbennett.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-03-31T01:19:48.000Z","updated_at":"2020-12-07T17:35:03.000Z","dependencies_parsed_at":"2022-08-15T09:20:24.758Z","dependency_job_id":null,"html_url":"https://github.com/jimbobbennett/CircuitPython_AzureCustomVision_Prediction","commit_stats":null,"previous_names":[],"tags_count":10,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbobbennett%2FCircuitPython_AzureCustomVision_Prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbobbennett%2FCircuitPython_AzureCustomVision_Prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbobbennett%2FCircuitPython_AzureCustomVision_Prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbobbennett%2FCircuitPython_AzureCustomVision_Prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jimbobbennett","download_url":"https://codeload.github.com/jimbobbennett/CircuitPython_AzureCustomVision_Prediction/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243012663,"owners_count":20221606,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","azure","circuitpython","customvision"],"created_at":"2024-09-24T13:01:49.484Z","updated_at":"2026-03-10T17:02:52.797Z","avatar_url":"https://github.com/jimbobbennett.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Introduction\n============\n\n.. image:: https://readthedocs.org/projects/circuitpython_azurecustomvision_prediction/badge/?version=latest\n    :target: https://circuitpython.readthedocs.io/projects/circuitpython_azurecustomvision_prediction/en/latest/\n    :alt: Documentation Status\n\n.. image:: https://img.shields.io/discord/327254708534116352.svg\n    :target: https://adafru.it/discord\n    :alt: Discord\n\n.. image:: https://github.com/JimBobBennett/CircuitPython_AzureCustomVision_Prediction/workflows/Build%20CI/badge.svg\n    :target: https://github.com/JimBobBennett/CircuitPython_AzureCustomVision_Prediction/actions\n    :alt: Build Status\n\n.. image:: https://img.shields.io/badge/code%20style-black-000000.svg\n    :target: https://github.com/psf/black\n    :alt: Code Style: Black\n\nCircuitPython prediction library for the Azure custom vision service.\n\nTo use this library, you will need to create a custom vision project at `CustomVision.ai \u003chttps://customvision.ai?WT.mc_id=circuitpythonazurecustomvisionprediction-github-jabenn\u003e`_.\nOnce 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.\n\nYou can read more on how to do this in the Microsoft docs:\n\n- `Train an image classifier \u003chttps://aka.ms/AA88qph\u003e`_\n- `Train an object detection model \u003chttps://aka.ms/AA88llc\u003e`_\n\nDependencies\n=============\nThis driver depends on:\n\n* `Adafruit CircuitPython \u003chttps://github.com/adafruit/circuitpython\u003e`_\n* `Adafruit CircuitPython Requests \u003chttps://github.com/adafruit/Adafruit_CircuitPython_Requests\u003e`_\n\nPlease ensure all dependencies are available on the CircuitPython filesystem.\nThis is easily achieved by downloading\n`the Adafruit library and driver bundle \u003chttps://circuitpython.org/libraries\u003e`_.\n\nInstalling from PyPI\n=====================\n\nOn supported GNU/Linux systems like the Raspberry Pi, you can install the driver locally `from\nPyPI \u003chttps://pypi.org/project/circuitpython_azurecustomvision_prediction/\u003e`_. To install for current user:\n\n.. code-block:: shell\n\n    pip3 install circuitpython-azurecustomvision-prediction\n\nTo install system-wide (this may be required in some cases):\n\n.. code-block:: shell\n\n    sudo pip3 install circuitpython-azurecustomvision-prediction\n\nTo install in a virtual environment in your current project:\n\n.. code-block:: shell\n\n    mkdir project-name \u0026\u0026 cd project-name\n    python3 -m venv .env\n    source .env/bin/activate\n    pip3 install circuitpython-azurecustomvision-prediction\n\nUsage Example\n=============\n\n.. code-block:: python\n\n    client = CustomVisionPredictionClient(\"api_key\", \"endpoint\")\n\n    predictions = client.classify_image_url(\"project_id\", \"published_name\", \"https://www.adafruit.com/includes/templates/shop2019/images/adafruit-logo.png\")\n\nContributing\n============\n\nContributions are welcome! Please read our `Code of Conduct\n\u003chttps://github.com/JimBobBennett/CircuitPython_azurecustomvision_Prediction/blob/master/CODE_OF_CONDUCT.md\u003e`_\nbefore contributing to help this project stay welcoming.\n\nDocumentation\n=============\n\nFor information on building library documentation, please check out `this guide \u003chttps://learn.adafruit.com/creating-and-sharing-a-circuitpython-library/sharing-our-docs-on-readthedocs#sphinx-5-1\u003e`_.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjimbobbennett%2Fcircuitpython_azurecustomvision_prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjimbobbennett%2Fcircuitpython_azurecustomvision_prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjimbobbennett%2Fcircuitpython_azurecustomvision_prediction/lists"}