AI Game Asset Generator

Project Overview

An automated system that generates various assets needed for game development using AI. By combining Diffusion Models and LLMs, high-quality game graphic assets can be efficiently created.

Key Features

• Automatic Image Generation: High-quality game art generation based on Stable Diffusion
• Prompt Optimization: Automatic prompt engineering using LLM
• Batch Processing: Workflow for bulk asset generation
• Style Consistency: Maintaining unified art style throughout the game

Tech Stack

Technology	Purpose
Python	Backend development and scripting
ComfyUI	Image generation pipeline
Stable Diffusion	Image generation model
LLM (GPT-4)	Prompt optimization

Development Process

Phase 1: Requirements Analysis

Analyzed the types of assets needed in game development and identified areas that could be automated.

Phase 2: Pipeline Design

Built a reusable image generation pipeline using ComfyUI.

Phase 3: LLM Integration

Developed an LLM-based prompt optimization system to improve prompt quality.

Results and Achievements

• 70% reduction in asset production time
• Improved game quality with consistent art style
• Created an environment where developers can focus more on creative work