MythicCanvas: Building a Fantasy RPG Portrait Studio with Google AI Studio
This post is my submission for DEV Education Track: Build Apps with Google AI Studio.
What I Built
I built MythicCanvas, a high-fidelity fantasy portrait generator and character-design studio powered by Google's Gemini image models. The goal was to create a unified workspace where RPG players, tabletop game masters, and fantasy creators can generate original character portraits, refine them through natural-language prompts, and organize their creations into a reusable character roster.
Rather than building a basic image-generation interface, I designed MythicCanvas around the character-creation workflow. The interface brings together portrait generation, prompt-based editing, character identity and heritage settings, character sheets, and a roster gallery.
Key features include:
- AI fantasy portrait generation: Generate detailed character portraits using Gemini image generation, with 1K, 2K, and 4K resolution options.
- Prompt-based image editing: Refine existing portraits using natural-language instructions, including targeted prompt-based inpainting.
- Character identity and heritage: Build character concepts around identity and character attributes.
- D20-inspired randomization: Roll a D20 to generate a hero concept and reroll character attributes when exploring alternatives.
- Character sheets and gallery: Support a workflow for developing characters and keeping creations organized.
The application uses gemini-3-pro-image-preview for portrait generation and gemini-nano-banana-2.1 for prompt-driven editing, as displayed in the application interface.
The central design principle was to treat AI image generation as part of a complete creative tool rather than an isolated prompt box.
Demo
Try MythicCanvas:
https://ai.studio/apps/23da042c-ad8a-42a4-a644-17f54b49af97
The preview shows the MythicCanvas RPG Studio interface, including the portrait studio, prompt editor, roster and gallery navigation, D20 hero generation, and the dual-image-engine workflow.
My Experience
Working on MythicCanvas was an opportunity to explore how Google AI Studio can be used to develop a more specialized AI application around a concrete creative workflow.
One of the main takeaways was the importance of designing around the user's actual process. Generating an image is only one step in character creation. Users also need to explore variations, refine specific details, maintain a consistent character concept, and organize the results. Bringing those capabilities into one interface makes the application feel more like a creative studio than a standalone AI demonstration.
Another important consideration was separating the generation and editing workflows. Creating a new portrait and modifying an existing one are different tasks. Designing the application around those distinct needs provides a clearer structure for the experience and creates room for more precise creative control.
I also focused on the presentation. Fantasy character creation benefits from a visual identity that feels appropriate to the subject matter. MythicCanvas uses a dark interface, gold accents, fantasy-inspired typography, and clearly differentiated tools to establish an RPG-focused aesthetic.
The broader lesson for me is that building an AI application involves more than connecting a model to a user interface. The surrounding workflow, interaction design, visual hierarchy, and ability to iterate on generated results are all important parts of the product.
Google AI Studio provided the environment for developing and experimenting with this concept, while Gemini's image capabilities formed the foundation of the portrait-generation and editing experience.
What's Next
The next stage is continuing to refine the character-creation workflow, with particular attention to portrait consistency, more precise editing, character-sheet usability, and the overall experience of managing a growing roster of fantasy characters.
My goal is to keep developing MythicCanvas into a practical creative tool for RPG players, tabletop campaigns, and fantasy worldbuilding.
If you're building with Google AI Studio, I'd be interested in hearing how you're approaching the challenge of turning generative AI capabilities into complete, useful applications.
Built with Google AI Studio and Gemini image models.
