PalettePriority
28 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-08-18T08:26:38Z
235.8
/ 300 total
Agency-ready
Confidence: 96 (High)
Pose Variety: 66.7 / 100
Lighting: 100 / 100
Cohesion: 34 / 100
Fashion Fit: 60 / 100
Palette: 28 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Palette (28) and Cohesion (35) to lift overall readiness and tighten casting consistency. Best current strength: Lighting (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
77 / 100
Moderate
2
Styling & Grooming
91 / 100
Strong
3
Silhouette & Line
61 / 100
Moderate
4
Cohesion & Palette
54 / 100
Priority
5
Final Readiness
78 / 100
Moderate
CohesionPriority
34 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
Fashion FitModerate
60 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +14 pts
All Photos
Cinematic Story Strip
The sequence moves from casting energy toward a wardrobe separation-led finish, creating a coherent casting narrative.
Look 01
Casting | Score 81.2
Best trait: Wardrobe Separation
Look 02
Casting | Score 80.5
Best trait: Wardrobe Separation
Look 03
Casting | Score 74.1
Best trait: Exposure
Look 04
Casting | Score 72.2
Best trait: Sharpness
Look 05
Casting | Score 63.5
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 e-commerce-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 reads clean and sellable, with product and body shape staying clear in frame, then A full body view keeps a practical commercial feel, where fit and proportion remain easy to evaluate, then The camera finds a three-quarter angle that presents a straightforward market-ready read with clear silhouette separation, then In this three-quarter composition reads clean and sellable, with product and body shape staying clear in frame, then This three-quarter portrait keeps a practical commercial feel, where fit and proportion remain easy to evaluate. 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.
78.6
avg score
Exposure
96.0
16.5%
Sharpness
76.9
16.3%
Background
92.2
13.4%
Contrast
93.2
11.1%
Fashion Fit
60.4
9.6%
Wardrobe Separation
90.8
7.2%
Grooming
88.4
7.0%
Framing
30.4
6.4%
Skin Readiness
93.8
6.2%
Makeup Finish
94.1
3.7%
Silhouette Line
61.5
1.6%
Pose Elongation
70.1
0.9%
Pose Variety
Score: 66.7 / 100
Missing types: headshot
Fashion Fit & Posture
Fashion fit score: 60 / 100
Posture score: 54 / 100
Average subject coverage: 29.7%
Images with limb cutoff risk: 1
Styling & Grooming
Grooming score: 88 / 100
Skin readiness: 93 / 100
Makeup finish: 94 / 100
Hair/face occlusion control: 80 / 100
Face shine control: 96 / 100
Wardrobe/background separation: 90 / 100
Silhouette & Line
Silhouette line score: 61 / 100
Pose elongation score: 70 / 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: 26 / 100
Category Fit
Ecommerce (Best Fit)
74.6 / 100
Editorial
73.9 / 100
Beauty
73.2 / 100
Commercial
69.9 / 100
Ecommerce (Best Fit)
74.6
Lead +0.7
Editorial
73.9
Gap -0.7
Beauty
73.2
Gap -1.4
Commercial
69.9
Gap -4.7
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 2
81
65
97
93
61
99
28
100
Photo 1
80
64
70
92
77
85
56
100
Photo 3
74
69
97
95
46
0
67
100
Photo 5
72
55
N/A
N/A
52
67
0
100
Photo 4
63
46
N/A
N/A
68
97
0
79
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
93 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
94 / 100
Finish consistency and hotspot control
Silhouette Line
Moderate
61 / 100
Shape clarity and line readability
Pose Elongation
Moderate
70 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 45.0
Palette Temperatureavg 82.2
Subject Separationavg 90.8
Lighting & Cohesion
Lighting quality: 100 / 100
Background edge density: 2.3%
Palette consistency: 28 / 100
Hue variance: 45.5 deg
Temperature variance: 0.134
Cohesion score: 34 / 100
Lighting, background, or palette varies across the set.
Coach Feedback
- Center the subject and keep consistent headroom.
- Strengthen body line and silhouette so the pose reads more fashion-forward.
- Refine silhouette line with stronger posture and clearer garment shape.
- Improve posture and line so silhouettes read stronger in fashion framing.
- Relax shoulders and lengthen the torso to create cleaner body geometry.
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
- Keep consistent headroom and avoid cutting off hands or feet
- Stick to solid colors to highlight your proportions
- Lengthen posture and engage core to create cleaner fashion lines
- Shift weight intentionally and keep shoulders relaxed for stronger pose energy
- Balance exposure on the face first so skin tone stays even across the frame
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
34
Cohesion
Priority
34 / 100
60
Fashion Fit
Moderate
60 / 100
28
Palette
Priority
28 / 100
Pose Variety
66 / 100
Lighting
100 / 100
Cohesion
34 / 100
Fashion Fit
60 / 100
Palette
28 / 100
Priority Order For Next Shoot
- Palette: 28 / 100
- Cohesion: 34 / 100
- Fashion Fit: 60 / 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.
