azure-ai-vision-imageanalysis-py

# Azure AI Vision Image Analysis SDK for Python Client library for Azure AI Vision 4.0 image analysis including captions, tags, objects, OCR, and more. ## Installation ```bash pip install azure-ai-vision-imageanalysis ``` ## Environment Variables ```bash VISION_ENDPOINT=https://<resource>.cognitiveservices.azure.com VISION_KEY=<your-api-key> # If using API key ``` ## Authentication ### API Key ```python import os from azure.ai.vision.imageanalysis import ImageAnalysisClient from azure.core.credentials import AzureKeyCredential endpoint = os.environ["VISION_ENDPOINT"] key = os.environ["VISION_KEY"] client = ImageAnalysisClient( endpoint=endpoint, credential=AzureKeyCredential(key) ) ``` ### Entra ID (Recommended) ```python from azure.ai.vision.imageanalysis import ImageAnalysisClient from azure.identity import DefaultAzureCredential client = ImageAnalysisClient( endpoint=os.environ["VISION_ENDPOINT"], credential=DefaultAzureCredential() ) ``` ## Analyze Image from URL ```python from azure.ai.vision.imageanalysis.models import VisualFeatures image_url = "https://example.com/image.jpg" result = client.analyze_from_url( image_url=image_url, visual_features=[ VisualFeatures.CAPTION, VisualFeatures.TAGS, VisualFeatures.OBJECTS, VisualFeatures.READ, VisualFeatures.PEOPLE, VisualFeatures.SMART_CROPS, VisualFeatures.DENSE_CAPTIONS ], gender_neutral_caption=True, language="en" ...