dubery-v3-pipeline

What problem does it solve?

End-to-end automation for generating and validating product imagery, dramatically reducing manual setup and iteration time.

Core Features & Use Cases

• Coordinates category selection, prodref and sidecar loading, spec filtering, scene randomization, validation, and image generation for consistent, production-ready visuals.
• One-image-at-a-time workflow with strict fidelity prompts and state tracking to minimize hallucinations and errors.
• Supports multiple UGC categories and a repeatable pipeline with per-image provenance and layout history.

Quick Start

Select a category and run the v3 pipeline to generate a single image from prodref load through sidecar application, detail filtering, scene randomization, prompt validation, and final render.