GroomingPriority
52 / 100
Keep hair and face zones consistent across the full set.
Estimated gain if improved: +17 pts
Photo Readiness Report
Generated: 2026-09-11T12:59:12Z
47.6
/ 300 total
Needs improvements
Confidence: 75 (High)
Pose Variety: 33.3 / 100
Lighting: 43 / 100
Cohesion: 100 / 100
Fashion Fit: 87 / 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
37 / 100
Priority
2
Styling & Grooming
73 / 100
Moderate
3
Silhouette & Line
63 / 100
Moderate
4
Cohesion & Palette
81 / 100
Strong
5
Final Readiness
47 / 100
Priority
Pose ElongationPriority
58 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +15 pts
Silhouette LineModerate
60 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +14 pts
All Photos
Cinematic Story Strip
A refined visual sequence of your strongest frames.
Look 01
Casting | Score 47.6
Best trait: Background
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
47.6
avg score
Background
100.0
23.1%
Fashion Fit
87.0
21.9%
Framing
35.4
11.9%
Contrast
52.7
9.9%
Skin Readiness
90.1
9.5%
Wardrobe Separation
58.7
7.4%
Grooming
52.4
6.6%
Makeup Finish
93.5
5.9%
Silhouette Line
61.0
2.6%
Pose Elongation
58.9
1.2%
Sharpness
0.0
0.0%
Exposure
0.0
0.0%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 87 / 100
Posture score: 48 / 100
Average subject coverage: 18.5%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 52 / 100
Skin readiness: 90 / 100
Makeup finish: 93 / 100
Hair/face occlusion control: 4 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 58 / 100
Silhouette & Line
Silhouette line score: 60 / 100
Pose elongation score: 58 / 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)
52.1 / 100
Editorial
48.9 / 100
Beauty
48.9 / 100
Commercial
47.5 / 100
Ecommerce (Best Fit)
52.1
Lead +3.2
Editorial
48.9
Gap -3.2
Beauty
48.9
Gap -3.2
Commercial
47.5
Gap -4.6
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
47
87
52
90
60
58
35
0
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
90 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
93 / 100
Finish consistency and hotspot control
Silhouette Line
Moderate
60 / 100
Shape clarity and line readability
Pose Elongation
Priority
58 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 16.0
Palette Temperatureavg 92.5
Subject Separationavg 58.7
Lighting & Cohesion
Lighting quality: 43 / 100
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.
- Avoid overexposed highlights and deep shadows.
- Center the subject and keep consistent headroom.
- Refine grooming: keep hair controlled and reduce skin shine on key areas.
- Use even lighting to improve contrast.
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
- Avoid direct overhead light; keep the light source in front of you
- Include headshot, 3/4, and full-body framing with consistent headroom
- Tap to focus on the eyes before taking the shot
- Separate the subject from the background with soft contrast
- Increase clarity by balancing light and shadow
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
43
Lighting
Priority
43 / 100
100
Cohesion
Strong
100 / 100
87
Fashion Fit
Strong
87 / 100
100
Palette
Strong
100 / 100
Pose Variety
33 / 100
Lighting
43 / 100
Cohesion
100 / 100
Fashion Fit
87 / 100
Palette
100 / 100
Priority Order For Next Shoot
- Pose Variety: 33 / 100
- Lighting: 43 / 100
- Fashion Fit: 87 / 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.
