Pose ElongationPriority
12 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-07-09T12:02:47Z
43.9
/ 300 total
Needs improvements
Confidence: 72 (High)
Pose Variety: 33.3 / 100
Lighting: N/A
Cohesion: 99 / 100
Fashion Fit: 65 / 100
Palette: 99 / 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: Cohesion (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
48 / 100
Priority
2
Styling & Grooming
0 / 100
Priority
3
Silhouette & Line
30 / 100
Priority
4
Cohesion & Palette
99 / 100
Strong
5
Final Readiness
43 / 100
Priority
Silhouette LinePriority
29 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +24 pts
Fashion FitModerate
65 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +12 pts
All Photos
Cinematic Story Strip
A refined visual sequence of your strongest frames.
Look 01
Sensual | Score 43.9
Best trait: Background
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
43.9
avg score
Background
100.0
29.1%
Framing
53.2
22.5%
Fashion Fit
65.5
20.8%
Exposure
39.9
13.7%
Contrast
49.8
11.9%
Silhouette Line
29.8
1.6%
Pose Elongation
12.0
0.3%
Sharpness
0.0
0.0%
Wardrobe Separation
0.0
0.0%
Pose Variety
Score: 33.3 / 100
Missing types: full_body, headshot
Fashion Fit & Posture
Fashion fit score: 65 / 100
Posture score: 15 / 100
Average subject coverage: 11.0%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: N/A
Skin readiness: N/A
Makeup finish: N/A
Hair/face occlusion control: N/A
Face shine control: N/A
Wardrobe/background separation: 0 / 100
Silhouette & Line
Silhouette line score: 29 / 100
Pose elongation score: 12 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 0 / 100
Expression balance: 0 / 100
Face angle stability: 0 / 100
Category Fit
Ecommerce (Best Fit)
49.5 / 100
Commercial
47.3 / 100
Editorial
45.6 / 100
Beauty
39.4 / 100
Ecommerce (Best Fit)
49.5
Lead +2.2
Commercial
47.3
Gap -2.2
Editorial
45.6
Gap -3.9
Beauty
39.4
Gap -10.1
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
43
65
N/A
N/A
29
12
53
39
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Unavailable
N/A
Skin camera-readiness and tone stability
Makeup Finish
Unavailable
N/A
Finish consistency and hotspot control
Silhouette Line
Priority
29 / 100
Shape clarity and line readability
Pose Elongation
Priority
12 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 20.7
Palette Temperatureavg 100.0
Subject Separationavg 0.0
Lighting & Cohesion
Lighting quality: N/A
Background edge density: 0.1%
Palette consistency: 99 / 100
Hue variance: 0.0 deg
Temperature variance: 0.000
Cohesion score: 99 / 100
Lighting, background, and palette are consistent across the set.
Dominant style: Sensual
Coach Feedback
- Increase sharpness by using steady camera and good light.
- Increase contrast between outfit and background to define shape more clearly.
- Use longer posture and camera angle adjustments to create a more elongated line.
- Refine silhouette line with stronger posture and clearer garment shape.
- Avoid overexposed highlights and deep shadows.
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
- Shoot in diffused daylight (near a window) for smoother skin tones
- Keep consistent headroom and avoid cutting off hands or feet
- Stabilize the camera and ensure sharp focus on the face
- Separate the subject from the background with soft contrast
- Avoid collapsing the torso; keep neck long and silhouette open to camera
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
N/A
Lighting
Unavailable
N/A
99
Cohesion
Strong
99 / 100
65
Fashion Fit
Moderate
65 / 100
99
Palette
Strong
99 / 100
Pose Variety
33 / 100
Lighting
N/A
Cohesion
99 / 100
Fashion Fit
65 / 100
Palette
99 / 100
Priority Order For Next Shoot
- Pose Variety: 33 / 100
- Fashion Fit: 65 / 100
- Palette: 99 / 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.
