An HD restoration workflow that combines AI image analysis with a two-stage engine, designed to achieve high-detail, color-accurate 4x upscaling.

Core Process

1. Captioning

2. SUPIR

3. Ultimate SD 4xUpscale

4. Lora Detail Injection

5. Color Correction

4x细节放大-反推-SUPIR--色彩还原