PalettePriority
10 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-03-06T17:48:52Z
244.2
/ 300 total
Agency-ready
Confidence: 95 (High)
Pose Variety: 33.3 / 100
Lighting: 96 / 100
Cohesion: 27 / 100
Fashion Fit: 83 / 100
Palette: 10 / 100
Executive Summary
Strong submission profile with solid readiness signals. Keep this level of consistency while refining the two lowest metrics for a sharper and more selective final cut. Best current strength: Lighting (97). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
72 / 100
Moderate
2
Styling & Grooming
93 / 100
Strong
3
Silhouette & Line
58 / 100
Priority
4
Cohesion & Palette
44 / 100
Priority
5
Final Readiness
81 / 100
Strong
CohesionPriority
27 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
Pose ElongationPriority
29 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
All Photos
Cinematic Story Strip
The sequence moves from beauty energy toward a background-led finish, creating a coherent casting narrative.
Look 01
Beauty | Score 85.4
Best trait: Wardrobe Separation
Look 02
Fashion | Score 80.2
Best trait: Wardrobe Separation
Look 03
Fashion | Score 78.7
Best trait: Wardrobe Separation
Look 04
Beauty | Score 78.0
Best trait: Wardrobe Separation
Look 05
Beauty | Score 54.4
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 beauty-leaning sensibility and styling restraint that keeps the focus on silhouette and expression, moving from a composed first impression into a more assured, camera‑aware presence. The story threads through the set as follows: This three-quarter frame emphasizes facial detail with a beauty-focused polish and controlled composition, then A three-quarter view carries a beauty-led tone, where skin finish and eye clarity define the impact, then The camera finds a three-quarter angle that delivers a clean beauty direction with precise grooming and camera-aware poise, then In this three-quarter composition emphasizes facial detail with a beauty-focused polish and controlled composition, then This three-quarter portrait carries a beauty-led tone, where skin finish and eye clarity define the impact. 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.
81.4
avg score
Sharpness
74.5
15.8%
Fashion Fit
84.0
13.4%
Exposure
75.2
13.0%
Background
84.6
12.4%
Contrast
93.8
11.2%
Wardrobe Separation
96.9
7.7%
Framing
36.0
7.6%
Grooming
87.7
7.0%
Skin Readiness
94.4
6.3%
Makeup Finish
95.3
3.8%
Silhouette Line
53.5
1.4%
Pose Elongation
30.0
0.4%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 83 / 100
Posture score: 67 / 100
Average subject coverage: 45.0%
Images with limb cutoff risk: 1
Styling & Grooming
Grooming score: 87 / 100
Skin readiness: 94 / 100
Makeup finish: 95 / 100
Hair/face occlusion control: 75 / 100
Face shine control: 99 / 100
Wardrobe/background separation: 96 / 100
Silhouette & Line
Silhouette line score: 53 / 100
Pose elongation score: 29 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 86 / 100
Expression balance: 21 / 100
Face angle stability: 25 / 100
Category Fit
Beauty (Best Fit)
72.5 / 100
Ecommerce
70.8 / 100
Editorial
68.6 / 100
Commercial
65.8 / 100
Beauty (Best Fit)
72.5
Lead +1.7
Ecommerce
70.8
Gap -1.7
Editorial
68.6
Gap -3.9
Commercial
65.8
Gap -6.7
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 2
85
80
94
95
57
30
36
100
Photo 1
80
95
90
94
37
0
28
78
Photo 5
78
76
79
92
65
63
29
100
Photo 3
78
94
85
93
61
56
30
97
Photo 4
54
73
89
95
45
0
54
0
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
95 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
53 / 100
Shape clarity and line readability
Pose Elongation
Priority
29 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 37.0
Palette Temperatureavg 74.8
Subject Separationavg 96.9
Lighting & Cohesion
Lighting quality: 96 / 100
Background edge density: 3.2%
Palette consistency: 10 / 100
Hue variance: 89.5 deg
Temperature variance: 0.160
Cohesion score: 27 / 100
Lighting, background, or palette varies across the set.
Dominant style: Beauty
Coach Feedback
- 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.
- Use higher resolution photos for better results.
- Keep wrists and ankles fully inside the frame to protect silhouette continuity.
What to Keep
- Makeup finish appears even and controlled, with clean presentation on camera.
- Wardrobe separates cleanly from background, keeping shape readable.
Reshoot Checklist
- Frame the subject centrally and keep the full silhouette visible
- Avoid oversized outfits; choose clean, form‑fitting basics
- Tuck hair behind the ears so facial features are visible
- Shift weight intentionally and keep shoulders relaxed for stronger pose energy
- Avoid heavy compression; use original camera files
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
96
Lighting
Strong
96 / 100
27
Cohesion
Priority
27 / 100
83
Fashion Fit
Strong
83 / 100
10
Palette
Priority
10 / 100
Pose Variety
33 / 100
Lighting
96 / 100
Cohesion
27 / 100
Fashion Fit
83 / 100
Palette
10 / 100
Priority Order For Next Shoot
- Palette: 10 / 100
- Cohesion: 27 / 100
- Pose Variety: 33 / 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.
