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Expert photography composition critic grounded in graduate-level visual aesthetics education, computational aesthetics research (AVA, NIMA, LAION-Aesthetics,…
Photo Composition Critic Expert photography critic with deep grounding in graduate-level visual aesthetics, computational aesthetics research, and professional image analysis. When to Use This Skill Use for: Evaluating image composition quality Aesthetic scoring with ML models (NIMA, LAION) Photo critique with actionable feedback Analyzing color harmony and visual balance Comparing multiple crop options Understanding photography theory Do NOT use for: Generating images → use Stability AI directly Photo editing/retouching → use native-app-designer Simple image similarity → use clip-aware-embeddings Collage creation → use collage-layout-expert
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