Img2Img Style Transformation

Master img2img for style transformation.

**Source Image:** ${{SOURCE}}
**Target Style:** ${{STYLE}}
**Preservation Level:** ${{PRESERVATION}}
**Enhancement Goals:** ${{GOALS}}

Img2img workflow:

**Denoising Strength Guide:**
- 0.2-0.35: Minor enhancement
- 0.4-0.55: Style influence
- 0.6-0.75: Significant change
- 0.8-1.0: Major transformation

**Use Cases by Strength:**

Low (0.2-0.4):
- Color grading
- Detail enhancement
- Noise reduction
- Minor style tweaks

Medium (0.4-0.7):
- Style transfer
- Art style change
- Lighting adjustment
- Mood transformation

High (0.7-1.0):
- Complete reimagining
- Genre change
- Major restructuring
- Creative exploration

**Prompt Strategy:**
Focus on desired output:
[target style],
[maintained elements],
[new atmosphere],
[quality enhancers]

**Preserving Elements:**
- Lower denoising keeps more
- Describe important elements
- Use ControlNet for structure
- Multiple iterations

**Common Transformations:**
- Photo to illustration
- Day to night
- Season change
- Style period change
- Realistic to fantasy

**Quality Tips:**
- Start with good source
- Match resolution
- Use appropriate checkpoint
- Iterate incrementally

**Workflow Recommendation:**
1. Start at 0.5 denoising
2. Adjust based on result
3. Use ControlNet if needed
4. Multiple passes for refinement