PalettePriority
13 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-02-18T13:57:16Z
213.3
/ 300 total
Agency-ready
Confidence: 91 (High)
Pose Variety: 66.7 / 100
Lighting: 95 / 100
Cohesion: 23 / 100
Fashion Fit: 79 / 100
Palette: 13 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Palette (14) and Cohesion (23) to lift overall readiness and tighten casting consistency. Best current strength: Lighting (96). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
64 / 100
Moderate
2
Styling & Grooming
85 / 100
Strong
3
Silhouette & Line
47 / 100
Priority
4
Cohesion & Palette
44 / 100
Priority
5
Final Readiness
71 / 100
Moderate
Pose ElongationPriority
20 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
CohesionPriority
23 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
All Photos
Cinematic Story Strip
The sequence moves from fashion energy toward a background-led finish, creating a coherent casting narrative.
Look 01
Fashion | Score 82.9
Best trait: Wardrobe Separation
Look 02
Beauty | Score 66.8
Best trait: Grooming
Look 03
Sensual | Score 63.6
Best trait: Contrast
Look 04
Beauty | Score 60.7
Best trait: Wardrobe Separation
Look 05
Ecommerce | Score 56.6
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, 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 three-quarter 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 developmental mood with clean lines and a modern casting feel, then This headshot portrait 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.
71.1
avg score
Background
100.0
16.6%
Fashion Fit
80.0
14.5%
Exposure
73.3
14.4%
Contrast
83.6
11.4%
Sharpness
35.4
8.6%
Grooming
81.7
7.4%
Skin Readiness
96.0
7.3%
Framing
30.0
7.2%
Wardrobe Separation
78.9
7.2%
Makeup Finish
84.8
3.8%
Silhouette Line
41.4
1.3%
Pose Elongation
20.4
0.3%
Pose Variety
Score: 66.7 / 100
Missing types: full_body
Fashion Fit & Posture
Fashion fit score: 79 / 100
Posture score: 49 / 100
Average subject coverage: 45.8%
Images with limb cutoff risk: 1
Styling & Grooming
Grooming score: 81 / 100
Skin readiness: 95 / 100
Makeup finish: 84 / 100
Hair/face occlusion control: 82 / 100
Face shine control: 80 / 100
Wardrobe/background separation: 78 / 100
Silhouette & Line
Silhouette line score: 41 / 100
Pose elongation score: 20 / 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: 36 / 100
Category Fit
Editorial (Best Fit)
66.1 / 100
Beauty
66.0 / 100
Ecommerce
63.7 / 100
Commercial
59.5 / 100
Editorial (Best Fit)
66.1
Lead +0.1
Beauty
66.0
Gap -0.1
Ecommerce
63.7
Gap -2.4
Commercial
59.5
Gap -6.6
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
82
93
84
94
58
52
30
95
Photo 2
66
92
100
97
42
0
30
81
Photo 3
63
93
78
96
42
27
30
89
Photo 5
60
40
67
97
47
21
30
99
Photo 4
56
79
77
94
15
0
29
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
84 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
41 / 100
Shape clarity and line readability
Pose Elongation
Priority
20 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 50.9
Palette Temperatureavg 69.1
Subject Separationavg 78.9
Lighting & Cohesion
Lighting quality: 95 / 100
Background edge density: 0.7%
Palette consistency: 13 / 100
Hue variance: 70.5 deg
Temperature variance: 0.220
Cohesion score: 23 / 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.
- Increase sharpness by using steady camera and good light.
- Refine silhouette line with stronger posture and clearer garment shape.
- Relax shoulders and lengthen the torso to create cleaner body geometry.
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
- Include headshot, 3/4, and full-body framing with consistent headroom
- Use a steady surface or tripod to reduce blur
- Avoid oversized outfits; choose clean, form‑fitting basics
- Lengthen posture and engage core to create cleaner fashion lines
- Use diffused frontal light to reduce uneven texture and harsh under-eye shadows
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
95
Lighting
Strong
95 / 100
23
Cohesion
Priority
23 / 100
79
Fashion Fit
Moderate
79 / 100
13
Palette
Priority
13 / 100
Pose Variety
66 / 100
Lighting
95 / 100
Cohesion
23 / 100
Fashion Fit
79 / 100
Palette
13 / 100
Priority Order For Next Shoot
- Palette: 13 / 100
- Cohesion: 23 / 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.
