{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/5"}],"enrichment":{"capability":"Calls Azure's Computer Vision service to analyze images and extract visual features like captions, text (OCR), and object detection in a single API call.","skillfed_tags":["azure-sdk","computer-vision","image-analysis"],"use_cases":["Extract text from images (OCR) for document digitization or sign recognition workflows.","Generate human-readable captions for image galleries or accessibility features.","Detect and classify objects in images for inventory, security, or content moderation tasks.","Build a multi-feature analysis pipeline that combines caption, text, and object detection in one call.","Integrate image understanding into a larger Azure-based application using managed identity authentication."],"what_it_does":"This is the official Azure SDK client for Computer Vision's Image Analysis service. It wraps Azure's REST API to let you send images (by file or URL) and request one or more visual features\u2014captions, OCR text extraction, object detection, and others\u2014in a single call. The library handles authentication (API key or Entra ID), request construction, and response parsing, so you don't have to build HTTP calls manually.\n\nThe package supports both synchronous and asynchronous workflows. It depends on azure-core for credential handling and HTTP transport, isodate for date parsing, and typing-extensions for type hints. You'll need an active Azure subscription and a Computer Vision resource deployed in a supported region; the library reads your endpoint and credentials from code (not environment variables automatically), so you manage secrets yourself.","worth_installing":"Yes, if you are already committed to Azure and need to call Computer Vision's Image Analysis service from Python. The SDK is actively maintained, has no known vulnerabilities, and low install friction. No, if you are evaluating vision libraries\u2014you'll need an Azure account and resource first, and the service is not free-tier beyond a limited quota."},"id":"azure-ai-vision-imageanalysis","links":{"html":"https://skillfed.io/packages/azure-ai-vision-imageanalysis","md":"https://skillfed.io/packages/azure-ai-vision-imageanalysis.md","pypi":"https://pypi.org/project/azure-ai-vision-imageanalysis/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2024-10-16","license_spdx":null,"license_treatment":"permissive","name":"azure-ai-vision-imageanalysis","python_support":"supports_current","summary":"Microsoft Azure Ai Vision Imageanalysis Client Library for Python"},"popularity":{"monthly_downloads":403495,"position":6917,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.0.0"}