Disentangle the raster,
stratify into layers,
reconstruct the typeset,
converse with craft.

Design Decompilation Raster-to-Vector Layer Decomposition

While diffusion models generate breathtaking single-canvas raster imagery, they traditionally trap creators inside uneditable pixels—making it impossible to modify copy, refine kerning, or restack background depth. Kamos Design Decompilation reverse-engineers flat single-canvas rasters into four semantic strata: clean backgrounds, isolated artwork, vector accents, and editable typography—reconstructed natively inside Adobe Illustrator and Photoshop via ExtendScript (JSX). Combining AI asset generation with hands-on typography and layout adjustments in Illustrator, it establishes a practical, production-ready creative workflow for professionals.

The Four Semantic Strata

Decomposing flat raster canvases into DTP industry-standard layer architecture. Pure clean master generation replaces superficial white patches.

Layer 01.

Clean Atmospheric Plate

01_Background

The regions behind foreground figures and typography are seamlessly reconstructed using generative inpainting.

The output is a zero-text, zero-subject clean master background plate. Smooth gradients, paper fiber textures, and chiaroscuro depth are preserved in pure isolation.

Layer 02.

Segmented Focal Artwork

02_Artwork

Primary motifs—characters, architectural forms, or product prototypes—are segmented with sub-pixel alpha masking.

Floating as transparent PNG/smart object layers, they allow designers in Illustrator to scale, reposition, re-order, and apply drop shadows without disrupting the background canvas.

Layer 03.

Accents & Vector Geometry

03_Accents_and_Shapes

Geometric frames, rule dividers, ornamental badges, and graphic seals are converted into bezier vector paths.

Formerly locked raster details become fully scalable paths, enabling instantaneous stroke weight, cap style, and color appearance adjustments without resolution loss.

Layer 04.

Native Vector Typography

04_Typography

Text glyphs embedded in the raster are recognized via OCR and matched against calibrated typography libraries.

Replaced with native live text layers in Illustrator, human typographers retain full control over copy revisions, multilingual localization, leading, and 1pt-level optical kerning.

Interactive Hybrid Workflow: Hand-Craft Meets Generative Power

The Recursive Hybrid Pipeline

A structured workflow alternating between AI asset generation and hands-on layout adjustments in Adobe Illustrator to achieve polished results.

STEP 1

Visual RAG Synthesis & Checkpoint Review

Generate high-fidelity master key visual with Brand Kit DNA, pausing for human review and aesthetic sign-off.

STEP 2

Semantic Decompilation & Native JSX Generation

Deconstruct plate into background, artwork, accents, and typography, compiling an Adobe ExtendScript (JSX) file.

STEP 3

Artisanal Layout & Typography Tuning (Human Hand-Craft)

The designer fine-tunes kerning, line heights, negative margins, and delicate color balance inside Adobe Illustrator.

STEP 4

Plate Feedback & Master Clean Vector Re-Integration

Return the adjusted layout to AI for atmospheric cohesion. Produce print-ready prepress files with zero ghosting.