Universal Control Center — Enterprise AI Fashion Platform

NANO BANANA PRO v2.4 Production Engine

AI Fashion Synthesis & Fabric Drape Studio

Drag-and-drop fabric swatches & model poses to generate photorealistic apparel with 4px Gaussian boundary blending and 5-category Print Judge verification.

Google Gemini Diffusion

Exact Print Lock

1. Fabric Print / Swatch Bandhani Silk (Preset)

Drag & Drop custom Fabric Image here

or click to browse from your computer (PNG, JPG, WEBP)

Or Choose Luxury Fabric Swatch:

2. Model Pose & Studio Silhouette Frontal Standing

3. Fashion Prompt & Directives

Quick Luxury Style Tags (Click to Add):

4. Precision Draping & Alignment

Fabric Pattern Scale: 1.0x (Default)

0.5x (Micro Motif) 1.0x (Original) 2.2x (Macro Drape)

Exact Print Lock

Homography matrix

4px Feather Blending

Gaussian contour

Image Quality (2K = Nano Banana Pro)

Fashion Synthesis Output Stage

Real-time photorealistic model canvas with draped fabric

900 × 1350 Nano Banana Pro v2.4

⚡ 0.62s

Download 8K PNG

Print Judge Quality Rubric Inspection

Mathematical homography & motif deformation verification

APPROVED (95.5 / 100)

Motif Shape

95.7

PASS (0.00 shear)

Motif Scale

93.0

PASS (1:1 repeat)

Color Delta-E

97.2

PASS (ΔE < 1.5)

Placement

94.6

PASS (Center aligned)

Border / Hem

97.0

PASS (4px feather)

Job: job_nb_e6981b5df79f Homography: Affine Transform (Locked) All 5 Thresholds Satisfied

1. Base Model Photo (મોડલનો ફોટો)

Upload Real Base Model Photo

Model wearing solid white or light-colored kurta / pants / dupatta

2. Garment Parts & Print Fitting

3 Parts Ready

Face Reference & Beauty Haiku AI

Upload Face

3. Composition & AI Realism

Exact Print Lock Strength 95% (Optimal)

0% (Full AI Diffusion) 85% (Recommended) 100% (Pixel-Exact Lock)

2D Sobel Fold Warping Strength 40%

Gaussian Alpha Feather Radius 4 px (Standard)

AI Realism Finish (Nano Banana Pro)

Preserves folds, contact shadows, ambient lighting & fabric sheen

Image Quality

2K / 4K use Nano Banana Pro (slower, higher detail)

Composition (Frame)

Control the aspect ratio of the generation

4. Visual Assets

5. Last Instructions

Refinement Directives (Optional):

Zoom: 100%

Timestamp	Model / Engine	Request ID	Duration	Cost (INR)	Status
No external calls recorded yet in this session.

AI Fashion Synthesis & Fabric Drape Studio

Fashion Synthesis Output Stage

Print Judge Quality Rubric Inspection

Print Judge (Real Mathematical Computation)

Curated Base Model Library

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AI Fashion Synthesis & Fabric Drape Studio

Fashion Synthesis Output Stage

Print Judge Quality Rubric Inspection

Print Judge (Real Mathematical Computation)

Curated Base Model Library

👗 Garment Library

🎨 Catalog Style Studio

Top-Up Credit Wallet

Upload Base Model Photo

Select Model Base Photo from Library