/azure-ai

Azure AI Vision Image Analysis — Java SDK Quick Reference

Condensed from azure-ai-vision-imageanalysis-java. Full patterns (dense captions, smart crops, people detection) in the azure-ai-vision-imageanalysis-java plugin skill if installed.

Install

<dependency>
  <groupId>com.azure</groupId>
  <artifactId>azure-ai-vision-imageanalysis</artifactId>
  <version>1.1.0-beta.1</version>
</dependency>

Quick Start

import com.azure.ai.vision.imageanalysis.ImageAnalysisClient;
import com.azure.ai.vision.imageanalysis.ImageAnalysisClientBuilder;
import com.azure.ai.vision.imageanalysis.models.*;
ImageAnalysisClient client = new ImageAnalysisClientBuilder()
    .endpoint(endpoint).credential(credential).buildClient();

Non-Obvious Patterns

• File input: BinaryData.fromFile(new File("img.jpg").toPath())
• URL: client.analyzeFromUrl(url, Arrays.asList(VisualFeatures.CAPTION), options)
• ImageAnalysisOptions.setSmartCropsAspectRatios(Arrays.asList(1.0, 1.5))

Best Practices

1. Select only needed features to reduce latency and cost
2. Caption/Dense Captions require GPU-supported regions
3. Use setGenderNeutralCaption(true) for inclusive output
4. Specify language with setLanguage("en") for localized captions
5. Use async client for high-throughput scenarios