PalettePriority
26 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-03-09T15:31:55Z
225.0
/ 300 total
Agency-ready
Confidence: 91 (High)
Pose Variety: 66.7 / 100
Lighting: 96 / 100
Cohesion: 69 / 100
Fashion Fit: 69 / 100
Palette: 26 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Palette (27) and Pose Variety (67) to lift overall readiness and tighten casting consistency. Best current strength: Lighting (97). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
70 / 100
Moderate
2
Styling & Grooming
95 / 100
Strong
3
Silhouette & Line
54 / 100
Priority
4
Cohesion & Palette
64 / 100
Moderate
5
Final Readiness
75 / 100
Moderate
Pose ElongationPriority
43 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +21 pts
Silhouette LineModerate
65 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +11 pts
All Photos
Cinematic Story Strip
The sequence moves from sensual energy toward a wardrobe separation-led finish, creating a coherent casting narrative.
Look 01
Sensual | Score 78.1
Best trait: Grooming
Look 02
Beauty | Score 75.9
Best trait: Wardrobe Separation
Look 03
Beauty | Score 71.0
Best trait: Wardrobe Separation
Look 04
Sensual | Score 70.0
Best trait: Wardrobe Separation
Look 05
Beauty | Score 69.6
Best trait: Wardrobe Separation
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, with a gentle escalation in attitude that feels styled and market‑ready. The story threads through the set as follows: This three-quarter frame introduces a editorial mood with clean lines and a modern casting feel, then A headshot view leans into a developmental attitude, with shape and proportion reading clearly, then The camera finds a three-quarter angle that carries a developmental polish with a deliberate silhouette and camera‑aware energy, then In this three-quarter composition introduces a editorial mood with clean lines and a modern casting feel, then This three-quarter portrait leans into a developmental attitude, with shape and proportion reading clearly. It lands as a sellable capsule with a clear point of view and a professional, agency‑ready energy.
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
75.0
avg score
Sharpness
71.3
15.7%
Background
100.0
15.1%
Contrast
97.7
12.1%
Fashion Fit
69.6
11.5%
Framing
46.2
10.1%
Wardrobe Separation
100.0
8.2%
Grooming
94.0
7.7%
Exposure
38.3
6.8%
Skin Readiness
95.6
6.6%
Makeup Finish
94.1
3.9%
Silhouette Line
65.9
1.8%
Pose Elongation
43.6
0.6%
Pose Variety
Score: 66.7 / 100
Missing types: full_body
Fashion Fit & Posture
Fashion fit score: 69 / 100
Posture score: 39 / 100
Average subject coverage: 44.9%
Images with limb cutoff risk: 1
Styling & Grooming
Grooming score: 94 / 100
Skin readiness: 95 / 100
Makeup finish: 94 / 100
Hair/face occlusion control: 88 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 100 / 100
Silhouette & Line
Silhouette line score: 65 / 100
Pose elongation score: 43 / 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: 21 / 100
Category Fit
Editorial (Best Fit)
72.4 / 100
Ecommerce
72.1 / 100
Beauty
69.3 / 100
Commercial
67.1 / 100
Editorial (Best Fit)
72.4
Lead +0.3
Ecommerce
72.1
Gap -0.3
Beauty
69.3
Gap -3.1
Commercial
67.1
Gap -5.3
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
78
93
100
94
82
79
27
48
Photo 4
75
48
97
96
58
37
56
30
Photo 5
71
67
99
96
88
85
25
75
Photo 3
69
68
75
95
51
11
51
36
Photo 2
69
70
97
95
47
3
69
0
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
95 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
94 / 100
Finish consistency and hotspot control
Silhouette Line
Moderate
65 / 100
Shape clarity and line readability
Pose Elongation
Priority
43 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 26.8
Palette Temperatureavg 86.7
Subject Separationavg 100.0
Lighting & Cohesion
Lighting quality: 96 / 100
Background edge density: 0.3%
Palette consistency: 26 / 100
Hue variance: 41.9 deg
Temperature variance: 0.092
Cohesion score: 69 / 100
Lighting, background, or palette varies across the set.
Dominant style: Beauty
Coach Feedback
- Avoid overexposed highlights and deep shadows.
- Use longer posture and camera angle adjustments to create a more elongated line.
- Center the subject and keep consistent headroom.
- Refine silhouette line with stronger posture and clearer garment shape.
- Strengthen body line and silhouette so the pose reads more fashion-forward.
What to Keep
- Wardrobe separates cleanly from background, keeping shape readable.
- Keep lighting soft and even across the face.
- Maintain simple styling and clean backgrounds.
Reshoot Checklist
- Use soft, even light to avoid harsh shadows or blown highlights
- Keep consistent headroom and avoid cutting off hands or feet
- Avoid oversized outfits; choose clean, form‑fitting basics
- Shift weight intentionally and keep shoulders relaxed for stronger pose energy
- Lengthen posture and engage core to create cleaner fashion lines
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
96
Lighting
Strong
96 / 100
69
Cohesion
Moderate
69 / 100
69
Fashion Fit
Moderate
69 / 100
26
Palette
Priority
26 / 100
Pose Variety
66 / 100
Lighting
96 / 100
Cohesion
69 / 100
Fashion Fit
69 / 100
Palette
26 / 100
Priority Order For Next Shoot
- Palette: 26 / 100
- Pose Variety: 66 / 100
- Fashion Fit: 69 / 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.
