PixelForge v3 — Product Studio

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PixelForge

Product Studio — Offline Engine

v3.0 — LAB + Trimap

🎛 Presets

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Upload Product Photos

📦

Drop product photos here

JPG · PNG · WEBP · multiple files OK

Output Canvas

Canvas Resolution (px)

Quick Presets

Canvas Background

Object Isolation Engine

🔬 Processes at full source resolution. Uses CIELAB perceptual color space, median border sampling, BFS flood-fill, trimap edge refinement, and island cleanup before composing the final canvas.

▸ Step 1 · Background Detection (CIELAB)

Color Tolerance in ΔE

22 ΔE

                ΔE <5 = subtle · 10–25 = typical · >35 = aggressive removal
              

Border Sample Depth (%)

Auto-suggest tolerance from image

▸ Step 2 · Trimap Edge Refinement

Trimap Uncertain Zone (px radius)

4px

                Pixels near the boundary are re-evaluated using color probability
              

Edge Feathering (softness)

1px

Edge Expand / Contract (px)

+1px

▸ Step 3 · Cleanup

Remove Small Noise Islands (px²)

80px²

                Isolated foreground blobs smaller than this are removed
              

▸ Step 4 · Canvas Placement

Margin — equal all sides (%)

Vertical Nudge (%)

Horizontal Nudge (%)

Watermark optional

Watermark Image (PNG)

🔖

Click to upload

Opacity

50%

Size (% of canvas width)

20%

Template

Live Preview (first photo)

🖼

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Before / After