InvokeAI

What it does

Unified canvas, board organization and workflows make it the most production-friendly open image app.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals