DNA3
Building a Generative AI Avatar Creation System
Avatars bring digital experiences to life, offering new ways to express identity and creativity. To support this, we built DNA3, an advanced AI system that generates diverse, high-quality avatars. With custom-trained models, it ensures visual consistency, integrates custom accessories, and allows for more dynamic, personalized, and interactive digital personas.
3d avatar from the "Desert Form" avatar system
DNA3 At a Glance
Our work
- Built a generative AI-based avatar creation system for 2D and 3D applications
- Trained custom generative image models to produce a wide variety of avatar assets within controlled design parameters
- Integrated Posenet to manage image and character composition
- Developed generative image blending techniques for adding custom accessories
Highlights
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AI avatar creation system development
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Advanced AI techniques for avatar design
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Custom AI avatar accessory integration
Image from the "Future Fashion" avatar system
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AI Avatar Creation System Development
Custom AI model training
We trained custom image models to generate a wide range of avatar assets, ensuring that each asset adhered to the specific visual and design standards defined at the avatar system level. The models operate within tightly controlled design systems, maintaining consistency in style while allowing for extensive variability in the avatars created.
Versatile and scalable avatar design
The system’s flexibility makes it suitable for a range of applications, from gaming environments to product interfaces, allowing our partners to generate avatars that align with their specific needs. With a broad palette of assets, they can create characters that feel authentic and naturally fit within their digital worlds.
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Advanced AI Techniques for Avatar Design
Pose estimation with AI
To achieve precise control over avatar and asset creation, DNA3 utilizes Posenet, a tool for pose estimation and manipulation. This allows for detailed adjustments to character poses and movements, creating dynamic and visually appropriate results for various use cases.
Maintaining visual consistency
By building control mechanisms for design systems, we ensured all generated avatars and assets remain consistent with brand and creative guidelines, while still providing room for creative expression and customizations as needed.
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Custom AI Avatar Accessory Integration
AI-driven asset integration
DNA3 includes generative image blending capabilities that allow for seamless integration of custom accessories into avatars. This feature provides the ability to add unique elements like clothing, gear, props, and more, offering extensive personalization options.
Avatar personalization for any use case
By using generative image blending, the system can dynamically combine custom assets with generated avatars, enabling users to create characters that truly reflect their style and vision and creating more meaningful and personalized digital experiences.
Let's talk about what's next
Whether you're looking to push the boundaries of AI-driven creativity, enhance digital personalization, or bring a new vision to life, we can help at any stage of your journey. Let’s explore how we can bring your vision to life.