99 lines
3.9 KiB
Markdown
99 lines
3.9 KiB
Markdown
# Face Warp — Quality Criteria & Retry Strategy
|
|
|
|
## Evaluation Prompt
|
|
|
|
Send original portrait + generated images to `read_media` together:
|
|
|
|
```
|
|
read_media(
|
|
file_paths=[faceless_image, puzzle_image, original_portrait],
|
|
question="Image 1 is a faceless variant, Image 2 is a puzzle variant, Image 3 is the original portrait.
|
|
|
|
Rate each variant on a 1-10 scale. Return your evaluation in this exact format:
|
|
|
|
FACELESS SCORES:
|
|
face_concealment: [score] — [brief reason]
|
|
character_consistency: [score] — [brief reason]
|
|
natural_appearance: [score] — [brief reason]
|
|
image_quality: [score] — [brief reason]
|
|
|
|
PUZZLE SCORES:
|
|
feature_accuracy: [score] — [brief reason]
|
|
skin_tone_consistency: [score] — [brief reason]
|
|
artistic_quality: [score] — [brief reason]
|
|
no_full_face: [score] — [brief reason]
|
|
|
|
VERDICT:
|
|
faceless_pass: [true/false]
|
|
puzzle_pass: [true/false]
|
|
lowest_scoring_dimension: [dimension name]
|
|
|
|
Scoring criteria below."
|
|
)
|
|
```
|
|
|
|
## Scoring Rubric
|
|
|
|
### Faceless Image
|
|
|
|
| Dimension | Threshold | What to Check |
|
|
|-----------|-----------|---------------|
|
|
| **face_concealment** | ≥ 8 | Face area is completely smooth with NO recognizable eyes, nose, mouth, eyebrows |
|
|
| **character_consistency** | ≥ 7 | Body, clothing, hair, skin tone match the original portrait |
|
|
| **natural_appearance** | ≥ 7 | Smooth face looks natural and photorealistic, not like bad Photoshop |
|
|
| **image_quality** | ≥ 7 | Overall photographic quality — sharp, well-lit, no artifacts |
|
|
|
|
### Puzzle Image
|
|
|
|
| Dimension | Threshold | What to Check |
|
|
|-----------|-----------|---------------|
|
|
| **feature_accuracy** | ≥ 7 | Extracted eyes, nose, lips visually match the original portrait |
|
|
| **skin_tone_consistency** | ≥ 7 | Skin tone of each feature piece matches the original |
|
|
| **artistic_quality** | ≥ 7 | Puzzle/collage is clean, well-arranged, and visually appealing |
|
|
| **no_full_face** | ≥ 8 | Must NOT show a complete recognizable face — only separated features |
|
|
|
|
## Pass/Fail Logic
|
|
|
|
```
|
|
PASS = all dimensions ≥ their threshold
|
|
FAIL = any dimension below threshold → retry ONLY that image
|
|
```
|
|
|
|
- Retry only the failing image, not both
|
|
- Maximum 2 retries per image
|
|
- After 2 retries, keep the best-scoring version
|
|
|
|
## Retry Prompt Adjustment Strategy
|
|
|
|
When retrying, append reinforcement keywords to the original prompt based on which dimension failed:
|
|
|
|
| Failed Dimension | Prompt Reinforcement |
|
|
|------------------|---------------------|
|
|
| face_concealment | `completely smooth featureless skin, absolutely no facial features, mannequin-like blank face` |
|
|
| character_consistency | `maintain exact same clothing, hair, body proportions as reference` |
|
|
| natural_appearance | `seamless, photorealistic skin texture, natural transition, no editing artifacts` |
|
|
| feature_accuracy | Strengthen specific feature descriptors, add `matching the reference portrait exactly` |
|
|
| skin_tone_consistency | Emphasize exact skin tone from profile, add `{skin_tone} skin matching reference` |
|
|
| artistic_quality | Add `clean composition, professional studio photography, minimal and elegant` |
|
|
| no_full_face | `no complete face, only isolated individual features with gaps between them, no connected skin` |
|
|
|
|
## Score Tracking
|
|
|
|
Keep track of scores across retries to select best version:
|
|
|
|
```
|
|
./.face-warp/{project_name}/quality_log.md
|
|
|
|
# Quality Log
|
|
|
|
## Faceless
|
|
| Attempt | face_concealment | character_consistency | natural_appearance | image_quality | Pass |
|
|
|---------|-----------------|----------------------|--------------------|---------------|------|
|
|
| 1 | ? | ? | ? | ? | ? |
|
|
|
|
## Puzzle
|
|
| Attempt | feature_accuracy | skin_tone_consistency | artistic_quality | no_full_face | Pass |
|
|
|---------|-----------------|----------------------|------------------|--------------|------|
|
|
| 1 | ? | ? | ? | ? | ? |
|
|
```
|