Video Overview

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API Endpoint

POST `/api/image/analyze`

API Reference

Request Body

Response

Architecture

Multi-Pass Analysis

Pass 1: Visual Observation Extraction

Pass 2: Signal Classification

Taxonomy Mapping

MCP Command Manual

Basic Image Analysis

MCP Tool Information

Usage via MCP

Example MCP Call

Related MCP Tools

When to Use

  • Selfie AnalysisAnalyze your own facial expressions and body language
  • Relationship AnalysisUnderstand nonverbal cues in photos
  • Emotion DetectionIdentify emotions from visual cues
  • Communication TrainingLearn to read body language
  • AIC IntegrationUse as input for AIC analysis

Best Practices

  1. **Clear Images**: Use well-lit, clear images for best results
  2. **Visible Expressions**: Ensure facial expressions and body language are visible
  3. **Multiple Cues**: Images with multiple nonverbal cues provide better analysis
  4. **Context**: Include scene context when possible
  5. **Privacy**: Be mindful of privacy when analyzing images

Categories

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