Pose ElongationPriority
0 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-03-18T11:57:45Z
54.2
/ 300 total
Needs improvements
Confidence: 90 (High)
Pose Variety: 33.3 / 100
Lighting: 100 / 100
Cohesion: 100 / 100
Fashion Fit: 54 / 100
Palette: 100 / 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 (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
48 / 100
Priority
2
Styling & Grooming
96 / 100
Strong
3
Silhouette & Line
24 / 100
Priority
4
Cohesion & Palette
100 / 100
Strong
5
Final Readiness
54 / 100
Priority
Silhouette LinePriority
45 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +21 pts
Fashion FitPriority
54 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +17 pts
All Photos
Cinematic Story Strip
A refined visual sequence of your strongest frames.
Look 01
Fashion | Score 54.2
Best trait: Wardrobe Separation
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
54.2
avg score
Exposure
86.4
20.7%
Background
100.0
20.3%
Fashion Fit
54.0
12.0%
Wardrobe Separation
100.0
11.1%
Grooming
88.2
9.8%
Skin Readiness
97.3
9.0%
Contrast
51.6
8.6%
Makeup Finish
98.8
5.5%
Silhouette Line
45.5
1.7%
Framing
4.8
1.4%
Sharpness
0.0
0.0%
Pose Elongation
0.0
0.0%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 54 / 100
Posture score: 0 / 100
Average subject coverage: 23.4%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 88 / 100
Skin readiness: 97 / 100
Makeup finish: 98 / 100
Hair/face occlusion control: 76 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 100 / 100
Silhouette & Line
Silhouette line score: 45 / 100
Pose elongation score: 0 / 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: 30 / 100
Category Fit
Ecommerce (Best Fit)
64.4 / 100
Beauty
62.9 / 100
Commercial
58.2 / 100
Editorial
54.6 / 100
Ecommerce (Best Fit)
64.4
Lead +1.5
Beauty
62.9
Gap -1.5
Commercial
58.2
Gap -6.2
Editorial
54.6
Gap -9.8
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
54
54
88
97
45
0
4
86
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
45 / 100
Shape clarity and line readability
Pose Elongation
Priority
0 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 29.0
Palette Temperatureavg 56.6
Subject Separationavg 100.0
Lighting & Cohesion
Lighting quality: 100 / 100
Background edge density: 0.1%
Palette consistency: 100 / 100
Hue variance: 0.0 deg
Temperature variance: 0.000
Cohesion score: 100 / 100
Lighting, background, and palette are consistent across the set.
Dominant style: Fashion
Coach Feedback
- Increase sharpness by using steady camera and good light.
- 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 even lighting to improve contrast.
What to Keep
- Wardrobe separates cleanly from background, keeping shape readable.
- Color palette stays coherent across images, which strengthens the book.
Reshoot Checklist
- Frame the subject centrally and keep the full silhouette visible
- Stabilize the camera and ensure sharp focus on the face
- Avoid flat lighting; add gentle contrast without harsh shadows
- Separate the subject from the background with soft contrast
- 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
100
Lighting
Strong
100 / 100
100
Cohesion
Strong
100 / 100
54
Fashion Fit
Priority
54 / 100
100
Palette
Strong
100 / 100
Pose Variety
33 / 100
Lighting
100 / 100
Cohesion
100 / 100
Fashion Fit
54 / 100
Palette
100 / 100
Priority Order For Next Shoot
- Pose Variety: 33 / 100
- Fashion Fit: 54 / 100
- Lighting: 100 / 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.
