AI creates virtual characters in animation.

AI is transforming how virtual characters are created in animation, covering everything from character design and 3D modeling to rigging, motion capture, facial animation, and voice generation. This article provides a comprehensive guide on using AI to build animated characters in both 2D and 3D, along with practical tools and real-world applications for animators and content creators.

Virtual characters – from cartoon heroes to realistic digital humans – are becoming easier to create thanks to AI tools. Advanced AI now powers every step of animation: concept art and modeling, automatic rigging, motion capture, facial animation and even voice-driven lip sync.

Industry example: Epic Games' MetaHuman platform promises "high-fidelity digital humans made easy," allowing artists to sculpt photoreal characters quickly. Creators can simply describe a character or upload reference images, and AI will generate designs, rigs, and even animated performances.

This makes sophisticated character creation much more accessible to young studios and indie animators, democratizing a process that once required large VFX pipelines.

Designing Characters with AI

AI-driven image models can generate character artwork from text prompts or sketches. Tools like Adobe Firefly let you describe a character and instantly get cartoon-style illustrations or even short animations.

Text-to-Image Generation

Describe a character ("bright anime robot with flowers") and instantly get stylized portraits or scenes from just a few descriptive words.

  • Create concept art instantly
  • Generate storyboards
  • Produce multiple style variations

Text-to-Video Animation

Produce short animated clips from prompts, turning character descriptions into moving cartoon scenes with voice and motion.

  • Prototype animated characters
  • Create moving visual blueprints
  • Experiment with styles quickly
Pro tip: Use descriptive adjectives (e.g., "luminous," "cell-shaded," "anime style") and style cues ("1950s comic") to get the desired look. Once AI produces concept images or animations, you have a visual blueprint for your character's design, which can then be refined in 3D software.
Designing Characters with AI
AI-generated character designs created with Adobe Firefly and similar tools

Rigging and Modeling with AI

After designing the look, the next step is giving the character a skeleton and controls (rigging). AI-powered auto-rigging tools greatly speed up this process by automatically placing bones at realistic joints.

Adobe Mixamo

Free auto-rigging for humanoid 3D models. Automatically places bones at realistic joints without manual T-pose positioning. Supports royalty-free use for personal or commercial projects.

Reallusion AccuRIG

AI-assisted rigger using deep-learning algorithms. Handles non-standard poses, large appendages, and complex creatures. Auto-rigs finger controls and generates proper weights for natural movement.

Didimo Popul8

Enterprise AI pipeline for massive character generation. Instantly generates thousands of fully-rigged, high-quality NPCs and crowds, all optimized for game engines like Unreal or Unity.
Workflow benefit: Characters can be exported in standard formats (FBX, USD) for use in engines like Unity, Unreal, or Blender. AI-driven pipelines reduce manual modeling work and let artists focus on creative tweaks rather than base rigging.
Rigging and Modeling with AI
AI auto-rigging process for 3D character models

Animating Characters with AI

AI simplifies animation itself through markerless motion capture, physics-aware keyframe editing, and facial animation tools that work without expensive hardware or suits.

Markerless Motion Capture

Turn video footage into 3D character motion without expensive suits or hardware.

DeepMotion Animate 3D

Analyzes recorded video and outputs 3D motion capture data. Supports webcam or uploaded videos with facial and hand tracking, foot locking, and physics-based smoothing. Automatically retargets motion onto custom 3D characters.

Move.ai

AI-based mocap working with a single camera or smartphone. Record a performance with any video or iPhone, and AI turns it into 3D keyframe animation. Multi-camera options available for higher fidelity.
Key advantage: "No suits. No hardware. No limitations" – animators can capture motion anywhere with just a camera, making professional animation accessible to everyone.

Physics-Aware Keyframe Editing

Create natural, biomechanically plausible motion with AI assistance.

Cascadeur

Physics-aware keyframe editor powered by neural networks. When you set a few key poses, AutoPosing automatically adjusts the rest of the body to create natural motion. AutoPhysics refines movement and turns raw motion capture into smooth, editable animation.
  • Auto-rig characters from rapid drag-and-drop joint layout
  • Fine-tune complex poses with AI assistance
  • Add secondary motion (bouncing, overlapping) with sliders
  • Significantly reduce polish time

Facial Animation

Drive realistic facial rigs from audio alone.

NVIDIA Audio2Face

Open-source model that uses AI to drive 3D facial rigs from audio alone. Analyzes phonemes and intonation to produce realistic lip-sync and expressions. Integrates into Unreal, Maya, iClone, and Character Creator.

MetaHuman Animator

Epic's real-time facial capture tool. Captures an actor's facial movements in real time, ensuring digital characters can replicate human emotion on demand with natural performance.
Animating Characters with AI
AI-powered animation tools for character motion and facial expressions

Voice and Talking Avatars

Virtual characters often need voices. AI can create those too, generating photoreal or stylized avatars that speak any text with perfect lip-sync.

Synthesia

Offers 240+ lifelike talking AI avatars that turn written scripts into video clips in minutes. Type dialogue, pick an avatar, and the AI generates video of that character speaking with natural facial movement.

  • Customizable appearance and language
  • Ideal for tutorials and game dialogue
  • Save hours of recording time

D-ID, Typecast & HeyGen

Similar platforms providing photo-realistic talking heads and voices. Integrated into animation pipelines, these tools give your virtual character a voice without hiring voice actors or complex lip-sync rigging.

  • Photo-realistic avatars
  • Multiple language support
  • Seamless integration
Voice and Talking Avatars
AI-generated talking avatars with realistic lip-sync and expressions
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Adobe Firefly

Generative AI creative suite

Application Information

Developer Adobe Inc.
Supported Platforms
  • Web browsers (desktop & mobile)
  • Windows
  • macOS
  • Adobe Creative Cloud integration
Language Support Multiple languages; available globally
Pricing Model Freemium — Limited free access with generative credits; paid Adobe plans unlock higher usage and advanced features

Overview

Adobe Firefly is a generative AI platform that empowers creators to produce high-quality visual content, including virtual characters for animation, quickly and efficiently. Built by Adobe and seamlessly integrated into the Creative Cloud ecosystem, Firefly enables users to generate characters, scenes, and design elements using intuitive text prompts and AI-assisted tools. With a strong emphasis on commercially safe content, it's ideal for animators, designers, marketers, and studios seeking to streamline character creation workflows while maintaining professional standards.

Adobe Firefly AI Image & Video
Adobe Firefly AI-powered image and video generation interface

How It Works

Adobe Firefly leverages advanced generative AI models trained on licensed Adobe Stock, openly licensed, and public-domain content. This approach ensures outputs are safer for commercial use compared to many open-source AI generators. For animation and virtual character creation, Firefly enables artists to rapidly ideate character designs, costumes, facial styles, and visual moods. Its seamless integration with tools like Photoshop, Illustrator, Premiere Pro, and Adobe Express allows generated characters to flow smoothly from concept art through animation pipelines, supporting both individual creators and professional production teams.

Key Features

Text-to-Image Generation

Create character concepts and visual styles using detailed text prompts

Design Controls

Fine-tune style, color, and composition for consistent character design

Creative Cloud Integration

Seamlessly export to Photoshop, Illustrator, Premiere Pro, and Adobe Express

Commercial Safety

Trained on licensed and public-domain content for safer commercial use

Asset Creation

Generate characters, props, backgrounds, and design elements

Multiple Variations

Generate and compare multiple design options instantly

Download or Access

Getting Started

1
Create Your Account

Create or sign in with an Adobe ID on the Adobe Firefly website.

2
Write Your Prompt

Enter a detailed text prompt describing your virtual character, including appearance, style, and mood.

3
Refine Settings

Adjust style, color, and composition settings to refine your character design.

4
Generate Variations

Generate multiple variations and select the most suitable character design.

5
Export & Edit

Export or open the generated asset directly in Adobe Creative Cloud apps for further animation, rigging, or editing.

Important Considerations

Generative Credits: Free access includes limited generative credits. Heavy or professional use requires a paid Adobe plan.
  • Advanced character animation (full motion or rigging) requires additional tools like Adobe After Effects or third-party animation software
  • Output quality depends on prompt clarity and may require multiple iterations to achieve desired results
  • Internet connection and Adobe account are required to access Firefly features

Frequently Asked Questions

Is Adobe Firefly suitable for professional animation projects?

Yes. Firefly is specifically designed for professional workflows and emphasizes commercially safe content, making it ideal for studios and professional creators.

Can Firefly create fully animated characters?

Firefly specializes in character design and visual generation. Full animation typically requires additional tools like Adobe After Effects or other dedicated animation software.

Does Adobe Firefly offer a free plan?

Yes, Firefly offers a free tier with limited generative credits. Paid Adobe plans provide higher credit limits and access to advanced features.

Can I use Firefly-generated characters commercially?

Yes. Adobe Firefly is trained on licensed and public-domain content, making it more suitable for commercial use than many alternative AI generators. Always review Adobe's current terms for specific commercial use rights.

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Reallusion Character Creator & iClone

3D character creation & animation suite

Application Information

Developer Reallusion Inc.
Supported Platforms Windows desktop
Language Support Multiple languages, available worldwide
Pricing Model Paid software with time-limited free trials

Overview

Reallusion Character Creator and iClone form a comprehensive solution for creating high-quality 3D virtual characters and animating them in real time. Widely used in animation, game development, virtual production, and cinematic previsualization, these professional tools enable creators to design detailed characters and bring them to life with realistic motion and facial animation. Their strong pipeline compatibility with major game engines and 3D software makes them ideal for professionals seeking efficient character-driven animation workflows.

How It Works

Character Creator focuses on generating and customizing fully rigged 3D characters with extensive control over body shapes, facial features, skin materials, hair, and clothing. iClone complements this by providing a real-time animation environment with motion editing, facial performance tools, camera systems, and cinematic rendering. Together, they support modern production pipelines, including export to Unreal Engine and Unity, while incorporating intelligent automation and asset systems that significantly reduce manual workload in character creation and animation.

Key Features

Advanced Character Generation

Create fully customized 3D characters with morph-based body and facial customization.

Real-Time Animation

Motion layering, facial animation, and lip-sync in a real-time environment.

Motion Capture Support

Compatible with motion capture and facial capture hardware and plugins.

Engine Integration

Seamless pipeline integration with Unreal Engine, Unity, Blender, Maya, and more.

Extensive Asset Library

Access to clothing, hair, motions, props, and other customization assets.

Download

Getting Started

1
Download and Install

Download Character Creator and/or iClone from Reallusion's official website and complete the installation process.

2
Design Your Character

Use Character Creator to design and customize a 3D virtual character using morph sliders and asset libraries.

3
Customize Appearance

Apply materials, clothing, hair, and accessories to finalize your character model.

4
Animate in iClone

Send the character to iClone for animation using motion clips, keyframe animation, or motion capture.

5
Finalize and Export

Edit facial expressions, lip-sync, cameras, and lighting, then export to a game engine or render final scenes.

Important Limitations

  • No permanent free version available
  • Advanced features require additional paid plugins or content packs
  • Steeper learning curve compared to beginner-friendly AI character generators
  • Windows operating system only

Frequently Asked Questions

Is Reallusion Character Creator & iClone suitable for professional animation?

Yes. These tools are widely used in professional animation, game development, and virtual production pipelines by industry professionals.

Do these tools use AI to generate characters automatically?

They rely more on intelligent automation and parametric systems rather than pure text-to-character AI generation, giving you more control over the final result.

Can characters be exported to game engines?

Yes. Both tools support export to Unreal Engine and Unity with optimized character rigs for seamless integration.

Is motion capture required to animate characters?

No. Motion capture is optional; you can animate characters using built-in motions, keyframes, and animation tools.

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Reallusion AccuRIG

AI-enhanced auto character rigging

Application Information

Developer Reallusion Inc.
Supported Platforms Windows desktop (standalone application)
Language Support Multiple languages; available worldwide
Pricing Model Free to use (no permanent paid license required)

Overview

Reallusion AccuRIG is an AI-enhanced automatic character rigging tool that transforms static 3D character models into fully rigged, animation-ready assets. Designed to simplify one of the most technical steps in character animation, AccuRIG enables artists, animators, and game developers to prepare characters for motion quickly and efficiently. By automating bone placement and skin weighting, it accelerates production pipelines and lets creators focus on animation, storytelling, and visual quality.

How It Works

AccuRIG uses intelligent automation to analyze humanoid 3D meshes and generate accurate skeletal rigs with minimal user input. The tool supports diverse character proportions and mesh complexities, making it suitable for both realistic and stylized characters. It integrates seamlessly with Reallusion's ecosystem—including iClone and Character Creator—while supporting export to industry-standard formats like FBX and USD. This flexibility makes it ideal for creators working across animation, virtual production, and real-time game engines.

Key Features

AI-Powered Automation

Automatic bone placement and skin weighting with intelligent analysis

Versatile Character Support

Works with a wide variety of humanoid character meshes and proportions

Motion Preview

Built-in motion preview using ActorCore animation assets

Multi-Format Export

Export to FBX and USD for Unreal Engine, Unity, Blender, and iClone

Flexible Integration

Standalone workflow with optional integration into Reallusion tools

Download

Getting Started

1
Install AccuRIG

Download and install AccuRIG from Reallusion's official website.

2
Import Your Model

Import a humanoid 3D character mesh in a supported format.

3
Define Joint Markers

Define basic joint markers to guide the auto-rigging process.

4
Generate Rig

Run the AI auto-rig function to generate bones and skin weights.

5
Preview & Export

Preview motions, make minor adjustments if needed, and export the rigged character for animation or game engines.

Limitations & Requirements

  • Windows platform only; no official macOS or mobile versions
  • Optimized for humanoid characters; non-humanoid models are not supported
  • Advanced rig customization may require external 3D software
  • Rigging accuracy depends on mesh quality and topology

Frequently Asked Questions

Is Reallusion AccuRIG completely free to use?

Yes. AccuRIG is offered as a free standalone auto-rigging tool by Reallusion with no permanent paid license required.

Does AccuRIG require prior rigging experience?

Basic 3D knowledge is helpful, but the tool is designed to minimize technical rigging complexity, making it accessible to users of varying skill levels.

Can AccuRIG be used with game engines?

Yes. Characters can be exported to Unreal Engine and Unity using standard FBX and USD formats for seamless integration.

Does AccuRIG replace manual rigging entirely?

It greatly reduces manual work and accelerates the rigging process, but complex characters may still require refinement in other 3D tools for advanced customization.

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DeepMotion Animate 3D

AI motion capture animation tool

Application Information

Developer DeepMotion, Inc.
Supported Platforms
  • Web-based (desktop and mobile browsers)
  • Windows 3D tools (exports)
  • macOS 3D tools (exports)
Language Support English interface; available worldwide
Pricing Model Freemium with monthly free credits; paid subscription plans for higher usage and advanced features

Overview

DeepMotion Animate 3D is an AI-powered motion capture platform that transforms standard video footage into professional 3D character animation. By eliminating the need for specialized motion capture suits or sensors, it makes character animation accessible to independent creators, game developers, and animation studios. The cloud-based solution delivers realistic 3D motion data compatible with industry-standard animation and game engines.

Key Features

Markerless AI Motion Capture

Analyze human movement from standard video without specialized equipment or sensors.

Full-Body & Facial Tracking

Capture complete body motion, hand gestures, and facial expressions in a single pass.

Cloud-Based Processing

No local installation required; process animations remotely with browser access.

Multi-Format Export

Export to FBX, BVH, GLB, and MP4 for seamless integration with industry tools.

Multi-Actor Support

Animate multiple characters simultaneously (plan dependent).

Game Engine Ready

Compatible with Unreal Engine, Unity, Blender, Maya, and other 3D software.

Download or Access

Getting Started

1
Create Account

Sign up and log in to the DeepMotion Animate 3D web platform.

2
Upload Video

Upload a video containing clear human motion captured from a single camera.

3
Configure Options

Select motion capture settings such as body, hands, or facial tracking based on your needs.

4
Process Animation

Run the AI processing to generate your 3D animation data.

5
Export & Use

Preview the result and export the animation file for use in your preferred 3D or game engine.

Important Considerations

Video Quality Matters: Animation quality depends heavily on video clarity, lighting conditions, and camera angle. Ensure well-lit footage with clear subject visibility for best results.
  • Free usage limited by monthly credit allowances
  • Requires stable internet connection for cloud processing
  • Advanced animation cleanup and refinement may require external 3D software
  • No specialized motion capture hardware needed

Frequently Asked Questions

Do I need motion capture hardware?

No. DeepMotion Animate 3D works with standard video footage and does not require mocap suits, sensors, or specialized equipment.

Is this suitable for game development?

Yes. The platform supports export formats commonly used in Unreal Engine and Unity, making it ideal for game development workflows.

Does it support facial animation?

Yes. Facial motion tracking is available and included depending on your selected subscription plan.

Is there a free version?

Yes. DeepMotion offers a free tier with limited monthly credits, with paid subscription plans available for higher usage and advanced features.

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Move.ai

AI markerless motion capture tool

Application Information

Developer Move.ai Ltd.
Supported Platforms
  • Web-based platform
  • iOS devices for video capture
  • Windows animation tools (export)
  • macOS animation tools (export)
Language Support English interface; available globally
Pricing Model Freemium with limited free credits; paid subscription plans for extended and commercial use

Overview

Move.ai is an AI-powered markerless motion capture solution that transforms standard video footage into production-ready 3D animation. By eliminating the need for motion capture suits or specialized hardware, it makes high-quality character animation accessible to independent creators, studios, and game developers. The platform captures realistic human motion and converts it into clean animation data that integrates seamlessly with modern animation and game development pipelines.

How It Works

Move.ai uses advanced computer vision and spatial AI to analyze human movement from video recordings and convert it into accurate 3D motion data. Simply record motion using supported mobile devices or cameras, upload footage to the cloud platform, and receive animation files ready for use on digital characters. The system supports industry-standard export formats and works with popular tools such as Unreal Engine, Unity, Blender, and Maya—significantly reducing setup time and cost compared to traditional motion capture systems.

Key Features

Markerless Motion Capture

AI-powered video analysis without suits or markers

Full-Body Tracking

Captures body, hands, and finger motion with precision

Cloud Processing

Fast rendering with industry-standard export formats

Engine Compatible

Works with Unreal Engine, Unity, Blender, and Maya

Download or Access

Getting Started

1
Create Your Account

Sign up on the Move.ai platform to get started.

2
Record Motion Footage

Capture movement using a supported iOS device or standard camera setup.

3
Upload Your Video

Submit your footage to the Move.ai web interface for processing.

4
Generate Motion Data

Run AI processing to convert video into 3D motion capture data.

5
Apply to Your Character

Download the animation and apply it to your virtual character in your preferred 3D or game engine.

Limitations & Considerations

  • Free usage limited by credit-based system
  • Motion accuracy depends on video quality, lighting, and camera positioning
  • Cloud processing time varies based on recording length and complexity
  • Advanced multi-actor capture restricted to higher-tier plans

Frequently Asked Questions

Do I need motion capture suits to use Move.ai?

No. Move.ai is fully markerless and works with standard video recordings, eliminating the need for specialized equipment.

Is Move.ai suitable for game development?

Yes. Move.ai supports export formats compatible with Unreal Engine, Unity, and other major game development platforms.

Can Move.ai capture hand and finger motion?

Yes. Hand and finger tracking are supported, depending on your plan and capture setup quality.

Is there a free version of Move.ai?

Yes. Move.ai offers limited free credits to get started, with paid subscription plans available for extended and commercial use.

Additional Tools & Platforms

Generative Art Platforms

Canva, Midjourney, Stability AI – Other generative art platforms for character design ideas and concept exploration.

Epic MetaHuman Creator

Web-based tool for hyper-realistic humans. Fully rigged characters with realistic hair and skin, ready for animation in any engine.

Rokoko Vision

Free webcam-based mocap solution. Record yourself to animate characters instantly without any additional hardware.

Adobe Mixamo

Free auto-rigging for humanoids with no subscription needed. Offers thousands of premade animations ready to use.

Complete Workflow: Putting It All Together

A modern AI-powered character creation workflow follows these key stages:

1

Concept

Describe your character in words or sketch it out. Use AI art tools (Firefly, Midjourney, etc.) to generate concept images.

2

Model & Rig

Build a 3D model or use an existing template. Run it through an AI auto-rigger (Mixamo or AccuRIG) to get a skeleton.

3

Animate

Capture motion via Rokoko/DeepMotion/Move or animate keyframes. Cascadeur's AutoPosing can help refine movement.

4

Polish

Add facial animation with MetaHuman Animator or Audio2Face. Give your character a voice with a synthetic avatar generator.

Rapid iteration advantage: With each step powered by AI, you can iterate rapidly – change a prompt or voice line, and the system updates the outputs. This democratizes animation: small teams and solo creators can achieve results that once required large VFX pipelines.
Important reminder: AI is a tool – the artist's vision and direction are still crucial. Blending these AI tools with traditional skills yields the best virtual characters, tailored to your story or game.

The Future of AI Character Creation

As AI advances, expect even more capabilities: real-time AI directors that adapt animations on the fly, or characters that react to audiences. For now, the tools covered above already provide a complete pipeline for character creation.

By leveraging AI wisely – from text prompts to final render – you can create fully animated virtual characters faster and more easily than ever before. The combination of accessibility, speed, and quality makes this an exciting time for animators, game developers, and content creators of all skill levels.

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External References
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Rosie Ha is an author at Inviai, specializing in sharing knowledge and solutions about artificial intelligence. With experience in researching and applying AI across various fields such as business, content creation, and automation, Rosie Ha delivers articles that are clear, practical, and inspiring. Her mission is to help everyone effectively harness AI to boost productivity and expand creative potential.
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