Open-source node-based AI art pipeline for game assets

Astria
Fine-tune AI image models on your game characters for perfect consistency

Overview
Astria lets you train custom fine-tuned Stable Diffusion models on your own character designs or art style. Upload 10-20 reference images of your game's main character, and Astria trains a personalized model that generates new poses, expressions, and situations while preserving the character's appearance exactly. This solves the biggest problem with AI game art: lack of consistency across generated assets.
Best For
- Game developers who need dozens of images of the same character in different scenarios
- Visual novel creators needing consistent character expressions and outfits
- Studios with an established art style wanting AI to generate in that style
Game Development Use Cases
Key Features
- Train a custom Dreambooth model from 10+ reference images
- Character consistency across any generated scene or pose
- Multiple fine-tuned models — one per character
- API access for batch generation
- Base model selection (SD 1.5, SDXL, Flux)
Pricing
Freemium
Free: 1 fine-tune, 10 images. Paid by usage: $2/tune training + $0.01-0.05/image generation. Subscribe for credits.
Commercial Use in Games
Commercial use allowed on all paid plans. Check specific base model license (e.g., SDXL commercial license).
Pros and Cons
Pros
- Solves character consistency — the #1 problem with AI game art
- Much simpler than running Dreambooth locally
- API makes it scriptable for pipeline integration
- Training takes under 30 minutes on the server
Cons
- Requires 10-20 quality reference images per character
- Pay per tune and per generation — costs add up at scale
- Training cost ($2-7 per tune) discourages experimentation
Compare
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