What temp drift is risky?

Visible warm/cool jumps between adjacent images.

How lock white balance?

Set Kelvin manually and keep one light family.

Not recommended for cohesive set scoring.

Color Temperature Consistency for Portfolio Cohesion

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

Temperature drifts are one of the fastest ways to break set harmony.

Your BModel Snapshot

From report token 1d43db5911a4f00dcc90979178d2f3ff3cfba240a244428f7fd9477418dbcfbe (Audit #109).

Global: 67.3 Status: Needs improvements Best Fit: editorial

Palette Consistency: 34.5 Cohesion: 31.4

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.
Refine silhouette line with stronger posture and clearer garment shape.
Use longer posture and camera angle adjustments to create a more elongated line.

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

Cohesion and palette consistency determine whether your book feels intentional. Inconsistent color temperature or styling drifts reduce trust and category clarity.

How BModel Measures It

BModel uses set-level variance metrics (palette consistency, temperature spread, style confidence, cohesion score) across all selected frames.

Fix It Now: 5 Actions

Use one color family and repeat tonal logic across outfits.
Lock white balance and avoid mixed ambient sources.
Keep camera distance/lens behavior stable for sequence harmony.
Group final images by category objective before submission.
Drop strong single photos that break overall set narrative.

Common Mistakes

Combining warm and cool scenes in one short set.
Mixing beauty and editorial styling without bridge shots.
Using one outlier image because it looks artistic.
Changing post-processing profile between frames.

7-Day Improvement Protocol

Day 1: define palette and category target.
Day 2-3: shoot all frames in one controlled environment.
Day 4: shortlist by visual continuity first, score second.
Day 5: color-balance the final sequence uniformly.
Day 6-7: re-audit and inspect cohesion/palette movement.

FAQ

What temp drift is risky?
Visible warm/cool jumps between adjacent images.
How lock white balance?
Set Kelvin manually and keep one light family.
Can auto WB be used?
Not recommended for cohesive set scoring.