Pose ElongationPriority
13 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-05-09T16:46:41Z
63.4
/ 300 total
Needs improvements
Confidence: 87 (High)
Pose Variety: 33.3 / 100
Lighting: 97 / 100
Cohesion: 99 / 100
Fashion Fit: 79 / 100
Palette: 99 / 100
Executive Summary
Development-stage set with useful building blocks. Prioritize lighting consistency, silhouette clarity, and framing control before the next submission round to unlock faster score gains. Best current strength: Cohesion (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
60 / 100
Moderate
2
Styling & Grooming
93 / 100
Strong
3
Silhouette & Line
43 / 100
Priority
4
Cohesion & Palette
99 / 100
Strong
5
Final Readiness
63 / 100
Moderate
Silhouette LinePriority
42 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +22 pts
GroomingModerate
76 / 100
Keep hair and face zones consistent across the full set.
Estimated gain if improved: +8 pts
All Photos
Cinematic Story Strip
A refined visual sequence of your strongest frames.
Look 01
Beauty | Score 63.4
Best trait: Wardrobe Separation
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
63.4
avg score
Background
100.0
17.4%
Fashion Fit
79.1
15.0%
Exposure
70.2
14.4%
Contrast
100.0
14.2%
Wardrobe Separation
100.0
9.5%
Framing
33.4
8.4%
Skin Readiness
97.5
7.7%
Grooming
76.2
7.2%
Makeup Finish
98.9
4.7%
Silhouette Line
42.5
1.3%
Pose Elongation
13.7
0.2%
Sharpness
0.0
0.0%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 79 / 100
Posture score: 39 / 100
Average subject coverage: 69.8%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 76 / 100
Skin readiness: 97 / 100
Makeup finish: 98 / 100
Hair/face occlusion control: 52 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 100 / 100
Silhouette & Line
Silhouette line score: 42 / 100
Pose elongation score: 13 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 100 / 100
Expression balance: 0 / 100
Face angle stability: 29 / 100
Category Fit
Ecommerce (Best Fit)
66.8 / 100
Beauty
66.2 / 100
Editorial
65.0 / 100
Commercial
61.1 / 100
Ecommerce (Best Fit)
66.8
Lead +0.6
Beauty
66.2
Gap -0.6
Editorial
65.0
Gap -1.8
Commercial
61.1
Gap -5.7
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
63
79
76
97
42
13
33
70
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
97 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
98 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
42 / 100
Shape clarity and line readability
Pose Elongation
Priority
13 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 33.6
Palette Temperatureavg 61.4
Subject Separationavg 100.0
Lighting & Cohesion
Lighting quality: 97 / 100
Background edge density: 0.5%
Palette consistency: 99 / 100
Hue variance: 0.0 deg
Temperature variance: 0.000
Cohesion score: 99 / 100
Lighting, background, and palette are consistent across the set.
Dominant style: Beauty
Coach Feedback
- Increase sharpness by using steady camera and good light.
- Use longer posture and camera angle adjustments to create a more elongated line.
- Center the subject and keep consistent headroom.
- Refine silhouette line with stronger posture and clearer garment shape.
- Relax shoulders and lengthen the torso to create cleaner body geometry.
What to Keep
- Color palette stays coherent across images, which strengthens the book.
- Keep lighting soft and even across the face.
- Maintain simple styling and clean backgrounds.
Reshoot Checklist
- Frame the subject centrally and keep the full silhouette visible
- Tap to focus on the eyes before taking the shot
- Avoid oversized outfits; choose clean, form‑fitting basics
- Lengthen posture and engage core to create cleaner fashion lines
- Stick to solid colors to highlight your proportions
How To Read Your Metrics
Use this dashboard as your decision map: high values show what is production-ready, while lower values show what to improve first. Start with the three lowest metrics and retest after your next shoot set.
33
Pose Variety
Priority
33 / 100
97
Lighting
Strong
97 / 100
99
Cohesion
Strong
99 / 100
79
Fashion Fit
Moderate
79 / 100
99
Palette
Strong
99 / 100
Pose Variety
33 / 100
Lighting
97 / 100
Cohesion
99 / 100
Fashion Fit
79 / 100
Palette
99 / 100
Priority Order For Next Shoot
- Pose Variety: 33 / 100
- Fashion Fit: 79 / 100
- Lighting: 97 / 100
Pose Variety
What it means: Measures range of framing types and visual variation across the set.
How to improve: Add headshot, three-quarter, and full-body with clearly different body lines.
Lighting
What it means: Measures highlight/shadow balance and face readability.
How to improve: Use soft front-side light and keep exposure consistent across frames.
Cohesion
What it means: Measures how consistent your set feels in light, background, and color.
How to improve: Keep location, white balance, and setup similar when shooting the sequence.
Fashion Fit
What it means: Measures silhouette strength, posture quality, and framing of body lines.
How to improve: Lengthen posture, keep line clean, and avoid cramped composition.
Palette
What it means: Measures color harmony and tone consistency across photos.
How to improve: Use coordinated wardrobe tones and stable color temperature.
