How to Improve Framing Score in BModel

BModel data-driven playbook. Use this with your audit report for faster iteration.

Framing score reflects compositional discipline, not only camera quality.

Your BModel Snapshot

From report token f15844325434eea8674ab83d3a28adb12d1734c6b0f54907cdc4ee886856a4c6 (Audit #59).

Global: 65.4 Status: Needs improvements Best Fit: editorial

Global Score: 65.4

Priority Fixes from Your Report

Center the subject and keep consistent headroom.
Increase sharpness by using steady camera and good light.
Avoid overexposed highlights and deep shadows.
Relax shoulders and lengthen the torso to create cleaner body geometry.
Keep wrists and ankles fully inside the frame to protect silhouette continuity.

Keep Doing

Keep lighting soft and even across the face.
Maintain simple styling and clean backgrounds.
Keep expression natural and camera-aware.

Why This Metric Matters

Framing and pose structure decide whether agencies can read body line, expression intent, and outfit silhouette quickly.

How BModel Measures It

BModel tracks pose-type coverage, missing pose classes, framing alignment, headroom balance, and body geometry signals.

Fix It Now: 5 Actions

Shoot full-body, three-quarter, and headshot in the same session.
Center subject intentionally before pressing shutter.
Keep consistent headroom and avoid accidental crop compression.
Use posture cues (chest open, neck lengthened, shoulders set).
Retake weak pose types instead of only polishing the strongest one.

Common Mistakes

Repeating same pose family across all photos.
Tilting camera to compensate for posture issues.
Under-occupancy where subject reads too small.
Keeping dynamic poses that break garment readability.

7-Day Improvement Protocol

Day 1: pre-build shot order (headshot, three-quarter, full-body).
Day 2-3: execute two rounds with camera height variations.
Day 4: remove repeated pose patterns and keep one best per type.
Day 5: micro-correct framing and posture in quick retake.
Day 6-7: re-audit and check pose/framing deltas.

FAQ

Why framing low despite good camera?
Framing score is composition discipline, not sensor quality.
Main framing fix?
Center alignment + controlled headroom.
Should I crop later?
Minor crop is fine, but original framing should already be intentional.

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