Pose ElongationPriority
30 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-09-11T13:18:39Z
48.8
/ 300 total
Needs improvements
Confidence: 71 (High)
Pose Variety: 33.3 / 100
Lighting: N/A
Cohesion: 100 / 100
Fashion Fit: 73 / 100
Palette: 100 / 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
48 / 100
Priority
2
Styling & Grooming
100 / 100
Strong
3
Silhouette & Line
56 / 100
Priority
4
Cohesion & Palette
100 / 100
Strong
5
Final Readiness
48 / 100
Priority
Silhouette LinePriority
46 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +20 pts
Fashion FitModerate
73 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +8 pts
All Photos
Cinematic Story Strip
A refined visual sequence of your strongest frames.
Look 01
Casting | Score 48.8
Best trait: Wardrobe Separation
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
48.8
avg score
Background
100.0
26.2%
Contrast
100.0
21.4%
Fashion Fit
73.8
21.1%
Wardrobe Separation
100.0
14.3%
Exposure
37.6
11.6%
Framing
6.4
2.4%
Silhouette Line
46.3
2.2%
Pose Elongation
30.3
0.7%
Sharpness
0.0
0.0%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 73 / 100
Posture score: 73 / 100
Average subject coverage: 25.7%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: N/A
Skin readiness: N/A
Makeup finish: N/A
Hair/face occlusion control: N/A
Face shine control: N/A
Wardrobe/background separation: 100 / 100
Silhouette & Line
Silhouette line score: 46 / 100
Pose elongation score: 30 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 0 / 100
Expression balance: 0 / 100
Face angle stability: 0 / 100
Category Fit
Editorial (Best Fit)
54.0 / 100
Ecommerce
52.0 / 100
Commercial
45.7 / 100
Beauty
44.9 / 100
Editorial (Best Fit)
54.0
Lead +2.0
Ecommerce
52.0
Gap -2.0
Commercial
45.7
Gap -8.3
Beauty
44.9
Gap -9.1
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
48
73
N/A
N/A
46
30
6
37
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Unavailable
N/A
Skin camera-readiness and tone stability
Makeup Finish
Unavailable
N/A
Finish consistency and hotspot control
Silhouette Line
Priority
46 / 100
Shape clarity and line readability
Pose Elongation
Priority
30 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 70.9
Palette Temperatureavg 86.3
Subject Separationavg 100.0
Lighting & Cohesion
Lighting quality: N/A
Background edge density: 0.1%
Palette consistency: 100 / 100
Hue variance: 0.0 deg
Temperature variance: 0.000
Cohesion score: 100 / 100
Lighting, background, and palette are consistent across the set.
Coach Feedback
- Increase sharpness by using steady camera and good light.
- Center the subject and keep consistent headroom.
- Use longer posture and camera angle adjustments to create a more elongated line.
- Avoid overexposed highlights and deep shadows.
- Refine silhouette line with stronger posture and clearer garment shape.
What to Keep
- Keep lighting soft and even across the face.
- Maintain simple styling and clean backgrounds.
- Keep expression natural and camera-aware.
Reshoot Checklist
- Use soft, even light to avoid harsh shadows or blown highlights
- Frame the subject centrally and keep the full silhouette visible
- Tap to focus on the eyes before taking the shot
- Lengthen posture and engage core to create cleaner fashion lines
- Avoid oversized outfits; choose clean, form‑fitting basics
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
N/A
Lighting
Unavailable
N/A
100
Cohesion
Strong
100 / 100
73
Fashion Fit
Moderate
73 / 100
100
Palette
Strong
100 / 100
Pose Variety
33 / 100
Lighting
N/A
Cohesion
100 / 100
Fashion Fit
73 / 100
Palette
100 / 100
Priority Order For Next Shoot
- Pose Variety: 33 / 100
- Fashion Fit: 73 / 100
- Cohesion: 100 / 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.
