Youzan Coder

Aug 4, 2025 · Artificial Intelligence

How to Quantify a “Good Image” for AI‑Generated E‑Commerce Graphics?

This article explains how to define and objectively evaluate the quality of AI‑generated product images for e‑commerce by decoupling assessment from the generation pipeline, selecting quantifiable metrics such as CLIPScore and Inception Score, building a lightweight evaluation system, cleaning and labeling data, and validating the approach with real‑world business and model datasets.