(03)Prompt · Image models
High-Fidelity Product Label Generation: a prompt framework for AI product images with readable label typography, structured hierarchy and photorealistic rendering.
HPLG Framework
High-Fidelity Product Label Generation: a prompt framework for AI product images with readable label typography, structured hierarchy and photorealistic rendering.
- 015 modules: Scene Blueprint, Central Subject, Label Structure, Visual Style, Anti-Hallucination
- 02ULGE — Universal Label Grid Extractor: turns a product photo into a standard label layout
- 03Master Template V5: the full prompt, with placeholders for reference image, product image and label grid
- 04Built to stop models treating packaging text as decoration — no illegible labels or distorted logos