Silhouette LineModerate
68 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +10 pts
Photo Readiness Report
Generated: 2026-09-11T13:15:16Z
56.4
/ 300 total
Needs improvements
Confidence: 77 (High)
Pose Variety: 33.3 / 100
Lighting: N/A
Cohesion: 99 / 100
Fashion Fit: 70 / 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
56 / 100
Priority
2
Styling & Grooming
100 / 100
Strong
3
Silhouette & Line
75 / 100
Moderate
4
Cohesion & Palette
99 / 100
Strong
5
Final Readiness
56 / 100
Priority
Fashion FitModerate
70 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +9 pts
Pose ElongationStrong
94 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +8 pts
All Photos
Cinematic Story Strip
A refined visual sequence of your strongest frames.
Look 01
Casting | Score 56.4
Best trait: Wardrobe Separation
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
56.4
avg score
Background
100.0
22.7%
Contrast
100.0
18.5%
Fashion Fit
70.5
17.4%
Exposure
57.5
15.4%
Wardrobe Separation
100.0
12.4%
Sharpness
18.5
6.1%
Silhouette Line
68.4
2.8%
Framing
8.3
2.7%
Pose Elongation
94.9
2.0%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 70 / 100
Posture score: 66 / 100
Average subject coverage: 14.3%
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: 68 / 100
Pose elongation score: 94 / 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
Ecommerce (Best Fit)
62.3 / 100
Editorial
61.6 / 100
Commercial
55.6 / 100
Beauty
54.7 / 100
Ecommerce (Best Fit)
62.3
Lead +0.7
Editorial
61.6
Gap -0.7
Commercial
55.6
Gap -6.7
Beauty
54.7
Gap -7.6
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
56
70
N/A
N/A
68
94
8
57
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
Moderate
68 / 100
Shape clarity and line readability
Pose Elongation
Strong
94 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 68.8
Palette Temperatureavg 100.0
Subject Separationavg 100.0
Lighting & Cohesion
Lighting quality: N/A
Background edge density: 0.2%
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.
Coach Feedback
- Center the subject and keep consistent headroom.
- Increase sharpness by using steady camera and good light.
- Avoid overexposed highlights and deep shadows.
- Refine silhouette line with stronger posture and clearer garment shape.
- Move subject slightly closer or tighten crop to increase presence in frame.
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
- Shoot in diffused daylight (near a window) for smoother skin tones
- Keep consistent headroom and avoid cutting off hands or feet
- Use a steady surface or tripod to reduce blur
- Avoid oversized outfits; choose clean, form‑fitting basics
- Shift weight intentionally and keep shoulders relaxed for stronger pose energy
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
99
Cohesion
Strong
99 / 100
70
Fashion Fit
Moderate
70 / 100
99
Palette
Strong
99 / 100
Pose Variety
33 / 100
Lighting
N/A
Cohesion
99 / 100
Fashion Fit
70 / 100
Palette
99 / 100
Priority Order For Next Shoot
- Pose Variety: 33 / 100
- Fashion Fit: 70 / 100
- Palette: 99 / 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.
