PaletteModerate
61 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +13 pts
Photo Readiness Report
Generated: 2026-08-15T04:36:50Z
103.4
/ 300 total
Needs improvements
Confidence: 74 (High)
Pose Variety: 66.7 / 100
Lighting: 100 / 100
Cohesion: 70 / 100
Fashion Fit: 63 / 100
Palette: 61 / 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: Lighting (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
52 / 100
Priority
2
Styling & Grooming
77 / 100
Moderate
3
Silhouette & Line
55 / 100
Priority
4
Cohesion & Palette
77 / 100
Moderate
5
Final Readiness
51 / 100
Priority
Fashion FitModerate
63 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +12 pts
Pose ElongationModerate
69 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +10 pts
All Photos
Cinematic Story Strip
The sequence moves from casting energy toward a background-led finish, creating a coherent casting narrative.
Look 01
Casting | Score 60.9
Best trait: Wardrobe Separation
Look 02
Casting | Score 42.5
Best trait: Background
Scouting Agent Report
This series reads like a quiet fashion narrative,The set plays as a confident casting story,There is a clean, modern arc running through these frames, with a editorial-leaning sensibility and styling restraint that keeps the focus on silhouette and expression, where the mood deepens as the sequence unfolds and the line becomes more intentional. The story threads through the set as follows: This headshot frame introduces a developmental mood with clean lines and a modern casting feel, then A three-quarter view leans into a developmental attitude, with shape and proportion reading clearly. The collection feels bookable and cohesive, with just enough range to keep a casting director engaged.
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
51.7
avg score
Background
100.0
20.2%
Fashion Fit
63.6
14.0%
Contrast
81.5
13.4%
Framing
44.6
13.1%
Exposure
35.0
8.3%
Skin Readiness
90.7
8.3%
Grooming
73.8
8.1%
Wardrobe Separation
51.5
5.7%
Makeup Finish
92.6
5.1%
Silhouette Line
69.9
2.6%
Pose Elongation
69.3
1.3%
Sharpness
0.0
0.0%
Pose Variety
Score: 66.7 / 100
Missing types: full_body
Fashion Fit & Posture
Fashion fit score: 63 / 100
Posture score: 19 / 100
Average subject coverage: 50.7%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 73 / 100
Skin readiness: 90 / 100
Makeup finish: 92 / 100
Hair/face occlusion control: 47 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 51 / 100
Silhouette & Line
Silhouette line score: 69 / 100
Pose elongation score: 69 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 40 / 100
Expression balance: 12 / 100
Face angle stability: 30 / 100
Category Fit
Editorial (Best Fit)
63.4 / 100
Ecommerce
59.5 / 100
Beauty
56.5 / 100
Commercial
54.2 / 100
Editorial (Best Fit)
63.4
Lead +3.9
Ecommerce
59.5
Gap -3.9
Beauty
56.5
Gap -6.9
Commercial
54.2
Gap -9.2
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
60
61
73
90
78
74
36
58
Photo 2
42
66
N/A
N/A
61
64
52
11
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
92 / 100
Finish consistency and hotspot control
Silhouette Line
Moderate
69 / 100
Shape clarity and line readability
Pose Elongation
Moderate
69 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 23.9
Palette Temperatureavg 88.6
Subject Separationavg 51.5
Lighting & Cohesion
Lighting quality: 100 / 100
Background edge density: 0.6%
Palette consistency: 61 / 100
Hue variance: 12.2 deg
Temperature variance: 0.073
Cohesion score: 70 / 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.
- Increase contrast between outfit and background to define shape more clearly.
- Strengthen body line and silhouette so the pose reads more fashion-forward.
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
- Include headshot, 3/4, and full-body framing with consistent headroom
- Tap to focus on the eyes before taking the shot
- Lengthen posture and engage core to create cleaner fashion lines
- Keep hair neat and away from the face to maintain sharpness
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.
66
Pose Variety
Moderate
66 / 100
100
Lighting
Strong
100 / 100
70
Cohesion
Moderate
70 / 100
63
Fashion Fit
Moderate
63 / 100
61
Palette
Moderate
61 / 100
Pose Variety
66 / 100
Lighting
100 / 100
Cohesion
70 / 100
Fashion Fit
63 / 100
Palette
61 / 100
Priority Order For Next Shoot
- Palette: 61 / 100
- Fashion Fit: 63 / 100
- Pose Variety: 66 / 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.
