Fashion FitStrong
89 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +8 pts
Photo Readiness Report
Generated: 2026-07-27T21:56:37Z
69.2
/ 300 total
Needs improvements
Confidence: 89 (High)
Pose Variety: 33.3 / 100
Lighting: 100 / 100
Cohesion: 100 / 100
Fashion Fit: 89 / 100
Palette: 100 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Pose Variety (33) and Fashion Fit (89) to lift overall readiness and tighten casting consistency. Best current strength: Lighting (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
62 / 100
Moderate
2
Styling & Grooming
97 / 100
Strong
3
Silhouette & Line
82 / 100
Strong
4
Cohesion & Palette
100 / 100
Strong
5
Final Readiness
69 / 100
Moderate
Silhouette LineStrong
91 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +8 pts
Pose ElongationStrong
91 / 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 69.2
Best trait: Grooming
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
69.2
avg score
Background
100.0
15.9%
Fashion Fit
89.4
15.5%
Contrast
100.0
13.0%
Exposure
68.0
12.8%
Grooming
100.0
8.7%
Wardrobe Separation
100.0
8.7%
Framing
30.0
6.9%
Skin Readiness
94.6
6.8%
Makeup Finish
97.1
4.2%
Sharpness
15.4
3.6%
Silhouette Line
91.1
2.6%
Pose Elongation
91.5
1.3%
Pose Variety
Score: 33.3 / 100
Missing types: headshot, three_quarter
Fashion Fit & Posture
Fashion fit score: 89 / 100
Posture score: 57 / 100
Average subject coverage: 35.1%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 100 / 100
Skin readiness: 94 / 100
Makeup finish: 97 / 100
Hair/face occlusion control: 100 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 100 / 100
Silhouette & Line
Silhouette line score: 91 / 100
Pose elongation score: 91 / 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: 45 / 100
Category Fit
Ecommerce (Best Fit)
75.4 / 100
Editorial
72.8 / 100
Beauty
72.4 / 100
Commercial
68.3 / 100
Ecommerce (Best Fit)
75.4
Lead +2.6
Editorial
72.8
Gap -2.6
Beauty
72.4
Gap -3.0
Commercial
68.3
Gap -7.1
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
69
89
100
94
91
91
30
67
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
94 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
97 / 100
Finish consistency and hotspot control
Silhouette Line
Strong
91 / 100
Shape clarity and line readability
Pose Elongation
Strong
91 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 66.1
Palette Temperatureavg 56.3
Subject Separationavg 100.0
Lighting & Cohesion
Lighting quality: 100 / 100
Background edge density: 0.2%
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.
- Avoid overexposed highlights and deep shadows.
- Relax shoulders and lengthen the torso to create cleaner body geometry.
- Rework framing to support the intended category brief and keep visual balance.
What to Keep
- Makeup finish appears even and controlled, with clean presentation on camera.
- Silhouette lines read clearly with strong shape definition.
- Wardrobe separates cleanly from background, keeping shape readable.
Reshoot Checklist
- Avoid direct overhead light; keep the light source in front of you
- Include headshot, 3/4, and full-body framing with consistent headroom
- Use a steady surface or tripod to reduce blur
- Avoid hair covering the eyes or jawline
- 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
100
Lighting
Strong
100 / 100
100
Cohesion
Strong
100 / 100
89
Fashion Fit
Strong
89 / 100
100
Palette
Strong
100 / 100
Pose Variety
33 / 100
Lighting
100 / 100
Cohesion
100 / 100
Fashion Fit
89 / 100
Palette
100 / 100
Priority Order For Next Shoot
- Pose Variety: 33 / 100
- Fashion Fit: 89 / 100
- Lighting: 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.
