PalettePriority
7 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-07-12T17:06:24Z
183.6
/ 300 total
Needs improvements
Confidence: 83 (High)
Pose Variety: 33.3 / 100
Lighting: 94 / 100
Cohesion: 12 / 100
Fashion Fit: 75 / 100
Palette: 7 / 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 (95). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
48 / 100
Priority
2
Styling & Grooming
88 / 100
Strong
3
Silhouette & Line
63 / 100
Moderate
4
Cohesion & Palette
38 / 100
Priority
5
Final Readiness
61 / 100
Moderate
CohesionPriority
12 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
Pose ElongationPriority
44 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +21 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 81.2
Best trait: Grooming
Look 02
Casting | Score 55.7
Best trait: Wardrobe Separation
Look 03
Casting | Score 46.6
Best trait: Background
Look 04
Casting | Score 40.2
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. Overall, it suggests a model who can deliver a brief with polish while still leaving room for refinement in precision and finish.
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
61.2
avg score
Background
89.2
17.1%
Fashion Fit
75.3
15.8%
Exposure
50.0
11.4%
Grooming
84.7
8.9%
Contrast
55.1
8.7%
Skin Readiness
97.8
8.5%
Wardrobe Separation
71.9
7.5%
Framing
25.7
7.2%
Sharpness
25.0
7.0%
Makeup Finish
98.3
5.2%
Silhouette Line
57.0
2.0%
Pose Elongation
44.4
0.8%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 75 / 100
Posture score: 78 / 100
Average subject coverage: 34.6%
Images with limb cutoff risk: 1
Styling & Grooming
Grooming score: 84 / 100
Skin readiness: 97 / 100
Makeup finish: 98 / 100
Hair/face occlusion control: 69 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 71 / 100
Silhouette & Line
Silhouette line score: 56 / 100
Pose elongation score: 44 / 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: 59 / 100
Category Fit
Beauty (Best Fit)
63.3 / 100
Ecommerce
57.6 / 100
Editorial
56.0 / 100
Commercial
52.4 / 100
Beauty (Best Fit)
63.3
Lead +5.7
Ecommerce
57.6
Gap -5.7
Editorial
56.0
Gap -7.3
Commercial
52.4
Gap -10.9
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
81
93
100
94
44
0
33
100
Photo 4
55
60
N/A
N/A
57
51
0
100
Photo 2
46
66
70
99
67
81
38
0
Photo 3
40
80
83
99
58
44
30
0
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
97 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
98 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
56 / 100
Shape clarity and line readability
Pose Elongation
Priority
44 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 29.2
Palette Temperatureavg 82.9
Subject Separationavg 71.9
Lighting & Cohesion
Lighting quality: 94 / 100
Background edge density: 1.6%
Palette consistency: 7 / 100
Hue variance: 67.2 deg
Temperature variance: 0.302
Cohesion score: 12 / 100
Lighting, background, or palette varies across the set.
Coach Feedback
- Increase sharpness by using steady camera and good light.
- Center the subject and keep consistent headroom.
- Use longer posture and camera angle adjustments to create a more elongated line.
- Avoid overexposed highlights and deep shadows.
- Use even lighting to improve contrast.
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
- Avoid direct overhead light; keep the light source in front of you
- Include headshot, 3/4, and full-body framing with consistent headroom
- Stabilize the camera and ensure sharp focus on the face
- Increase clarity by balancing light and shadow
- 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.
33
Pose Variety
Priority
33 / 100
94
Lighting
Strong
94 / 100
12
Cohesion
Priority
12 / 100
75
Fashion Fit
Moderate
75 / 100
7
Palette
Priority
7 / 100
Pose Variety
33 / 100
Lighting
94 / 100
Cohesion
12 / 100
Fashion Fit
75 / 100
Palette
7 / 100
Priority Order For Next Shoot
- Palette: 7 / 100
- Cohesion: 12 / 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.
