Edwin Genego

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New System

Character Isolation System in Action

Demonstrating the character isolation workflow through an 8-scene chase story - build once, cast everywhere.

October 31, 2025 AI Image Generation Character Management

You owe OLUM money OLUM

An 8-scene chase sequence through Paris featuring a Turkish tea vendor and an Azerbaijani enforcer pursuing a debt collector through impossible Inception dreamscapes

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Synopsis: Two enforcers - Olum Dolum (Turkish tea vendor) and Selim Kerimov (Azerbaijani enforcer with Elite Ball Knowledge) - pursue Leonardo DiCaprio's character through a dreamlike Parisian landscape that folds and mirrors upon itself, combining traditional street culture with Inception-style impossible architecture.

The best way to understand the character isolation system is to see it in action. Below is "You owe OLUM money OLUM" - an 8-scene chase sequence that demonstrates how two isolated characters can be deployed across multiple scenes with perfect consistency.

Each character was generated once using create_characters, producing 3D collectible renders and realistic portraits with front and back views. These isolated characters are then referenced across all 8 scenes without regenerating them - demonstrating the core workflow.

The Story Demonstrates

Two characters isolated once, then cast across 8 different scenes - from ornate vehicles to Parisian cafés to impossible dreamscapes. Same faces, different contexts, zero regeneration. Reference by number: --reference character_1_real.png

The Characters: Isolated Once, Cast Everywhere

These two characters appear across all 8 story scenes. They were generated once and stored in the character library - every scene references these same files.

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How It Works: Four Steps

This story demonstrates the complete workflow - from character creation to multi-scene deployment

1

Create Character Library (Front Views)

python manage.py create_characters --reference image.png --project my_project

Generates character_N_3d.png + character_N_real.png

2

Generate Back Views (Optional)

python manage.py create_characters --character 1 --project my_project --back-view

Creates character_N_3d_back.png + character_N_real_back.png

3

Reference in Any Scene

python manage.py generate_quick --lpa-style style --character-3d 1 --project my_project

Or mix versions: --character-3d 1 --character-real 2 --character-real-back 1

4

Sequential Scene Numbering

All outputs auto-numbered: scene_1.png, scene_2.png, etc. with full metadata JSONs

System Features

Quad Versions

3D (front + back) + realistic (front + back) for every character

Auto-Numbering

Characters and scenes sequentially numbered with metadata

Project-Based

Organized folders: project/characters/ for easy management

Cost Efficient

$0.070 per version pair (front views), $0.070 for back views, reuse infinitely

Implementation

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