Get fast results and full creative control with AI animation software
Get fast results and full creative control with AI animation software
The landscape of AI animation software is evolving at a rapid speed. Fully automated AI animation generators have been criticized for being black boxes, providing outputs that cannot be edited. However, a new wave of AI 3D animation tools gives the artists extraordinary workflow efficiencies while keeping full creative control in their hands.
The landscape of AI animation software is evolving at a rapid speed. Fully automated AI animation generators have been criticized for being black boxes, providing outputs that cannot be edited. However, a new wave of AI 3D animation tools gives the artists extraordinary workflow efficiencies while keeping full creative control in their hands.
New AI animation technologies can help VFX artists and animators work more efficiently.What is AI animation?
What is AI animation?
AI animation is the creation or enhancement of animation using artificial intelligence (AI) algorithms. It can improve the process of traditional animation by automating parts of the workflow to make it much faster. AI animation can also help make animation look more realistic by analyzing and re-creating lifelike movements or visual effects (VFX) like smoke, fire, and water.
By automating certain repetitive tasks, AI animation makes animation more efficient, giving animators time to focus on more creative aspects like character development and visual storytelling. It can also offer smaller animation studios a level of complexity for the environments, VFX, textures, lighting, and other aspects of production that they may not be able to accomplish manually. Some AI animation software can also save budget on the equipment needed for traditional animation or virtual production, such as motion capture gear and green screen or blue screen backdrops.
There is a misconception around some AI animation tools that they reduce the creativity of—or outright replace—animators. However, the best AI animation technology can contribute to a best-of-both-worlds scenario for animators, where they gain the powerful efficiencies of AI animation software yet retain full creative control.
AI animation is the creation or enhancement of animation using artificial intelligence (AI) algorithms. It can improve the process of traditional animation by automating parts of the workflow to make it much faster. AI animation can also help make animation look more realistic by analyzing and re-creating lifelike movements or visual effects (VFX) like smoke, fire, and water.
By automating certain repetitive tasks, AI animation makes animation more efficient, giving animators time to focus on more creative aspects like character development and visual storytelling. It can also offer smaller animation studios a level of complexity for the environments, VFX, textures, lighting, and other aspects of production that they may not be able to accomplish manually. Some AI animation software can also save budget on the equipment needed for traditional animation or virtual production, such as motion capture gear and green screen or blue screen backdrops.
There is a misconception around some AI animation tools that they reduce the creativity of—or outright replace—animators. However, the best AI animation technology can contribute to a best-of-both-worlds scenario for animators, where they gain the powerful efficiencies of AI animation software yet retain full creative control.
A screenshot of animation software shows outline and rendered views of a town square.How does AI animation work?
How does AI animation work?
AI animation works by employing advanced machine learning algorithms, a subset of AI, to automate or enhance the traditional animation process. First, the AI algorithms are trained on massive tranches of data, such as the movement and behavior of people, animals, vehicles, and other animated entities. This trains the AI on the specific characteristics of, for example, human facial expressions, gestures, and other actions.
A trained animation AI can then take input commands and use them to automate aspects of the animation process. Generative AI models that use the black box approach execute text-to-video commands. They take human text prompts and output a complete AI video animation. The process is entirely automated and animation artists cannot edit the result. However, there are alternatives that place creative control back into artists’ hands. For instance, Autodesk Flow Studio (formerly Wonder Studio) has innovative Video to 3D Scene technology that uses AI to generate 3D animation from live-action video. Such advanced AI tools automate several formerly time-consuming and expensive 3D animation processes while also preserving complete creative control for animators.
AI animation works by employing advanced machine learning algorithms, a subset of AI, to automate or enhance the traditional animation process. First, the AI algorithms are trained on massive tranches of data, such as the movement and behavior of people, animals, vehicles, and other animated entities. This trains the AI on the specific characteristics of, for example, human facial expressions, gestures, and other actions.
A trained animation AI can then take input commands and use them to automate aspects of the animation process. Generative AI models that use the black box approach execute text-to-video commands. They take human text prompts and output a complete AI video animation. The process is entirely automated and animation artists cannot edit the result. However, there are alternatives that place creative control back into artists’ hands. For instance, Autodesk Flow Studio (formerly Wonder Studio) has innovative Video to 3D Scene technology that uses AI to generate 3D animation from live-action video. Such advanced AI tools automate several formerly time-consuming and expensive 3D animation processes while also preserving complete creative control for animators.
With live-action video as the basis, AI animation tools can help artists of any level create animated films.What can I make with AI animation?
What can I make with AI animation?
Black box generative AI animation models can fully automate the creation of short AI animated videos based only on text prompts. However, they do not enable artists to edit or fully control the output and are currently not well-suited for producing full-length animated productions.
In contrast, Autodesk Flow Studio’s AI animation solution gives artists full control with its Video to 3D Scene technology, bringing artists of any skill level or budget closer to the dream of producing fully animated films. Creators can shoot videos from any camera and import them into Autodesk Flow Studio, which converts the video into fully editable 3D scenes. Users can edit together a video sequence, and Autodesk Flow Studio will re-create the video sequence in 3D space by matching each shot’s relationship of the camera, actors, and environment, using point cloud technology to produce realistic alignment and motion.
The 3D elements Autodesk Flow Studio creates—animation, character rigging, clean plate, camera tracking, and lighting—match the uploaded video but with fully editable results. The created 3D characters use automated motion capture based on the video and are rigged to re-create the actors’ body, hand, and facial movements with full editability. Users can export elements individually to interoperable file formats like Universal Scene Description (now known as OpenUSD) or FBX. Artists can also export the entire 3D scene to be imported and worked on in popular 3D animation software like Autodesk Maya or Unreal Engine.
Black box generative AI animation models can fully automate the creation of short AI animated videos based only on text prompts. However, they do not enable artists to edit or fully control the output and are currently not well-suited for producing full-length animated productions.
In contrast, Autodesk Flow Studio’s AI animation solution gives artists full control with its Video to 3D Scene technology, bringing artists of any skill level or budget closer to the dream of producing fully animated films. Creators can shoot videos from any camera and import them into Autodesk Flow Studio, which converts the video into fully editable 3D scenes. Users can edit together a video sequence, and Autodesk Flow Studio will re-create the video sequence in 3D space by matching each shot’s relationship of the camera, actors, and environment, using point cloud technology to produce realistic alignment and motion.
The 3D elements Autodesk Flow Studio creates—animation, character rigging, clean plate, camera tracking, and lighting—match the uploaded video but with fully editable results. The created 3D characters use automated motion capture based on the video and are rigged to re-create the actors’ body, hand, and facial movements with full editability. Users can export elements individually to interoperable file formats like Universal Scene Description (now known as OpenUSD) or FBX. Artists can also export the entire 3D scene to be imported and worked on in popular 3D animation software like Autodesk Maya or Unreal Engine.
Autodesk AI animation software
Maya
Flame
Flow Studio
Learn more about AI-powered animation with Autodesk Flow Studio.
Video to 3D Scene technology offers artists an efficient way to create editable animations.AI Video to 3D Scene with Flow Studio
AI Video to 3D Scene with Flow Studio
New Video to 3D Scene technology breaks ground in AI-generated animation. Other AI animation tools use text-to-video generative AI to automate finished animated videos from text prompts, which means artists have limited control over the output.
However, the Video to 3D Scene technology of Flow Studio from Wonder Dynamics translates standard 2D videos into fully editable 3D scenes. It derives mocap data from actors in the video and creates rigged and editable 3D characters, as well as environments, lighting, and camera tracking that can all be imported and edited in compatible 3D software, including Autodesk Maya, Unreal Engine, and Blender.
With Flow Studio’s Video to 3D Scene capability, 3D artists have total creative freedom to alter and enhance the AI-generated animations. Video to 3D Scene software lowers the barriers to creating professional-quality 3D animation and saves time on the repetitive work of creating and rigging 3D character models and other 3D elements from scratch.
New Video to 3D Scene technology breaks ground in AI-generated animation. Other AI animation tools use text-to-video generative AI to automate finished animated videos from text prompts, which means artists have limited control over the output.
However, the Video to 3D Scene technology of Flow Studio from Wonder Dynamics translates standard 2D videos into fully editable 3D scenes. It derives mocap data from actors in the video and creates rigged and editable 3D characters, as well as environments, lighting, and camera tracking that can all be imported and edited in compatible 3D software, including Autodesk Maya, Unreal Engine, and Blender.
With Flow Studio’s Video to 3D Scene capability, 3D artists have total creative freedom to alter and enhance the AI-generated animations. Video to 3D Scene software lowers the barriers to creating professional-quality 3D animation and saves time on the repetitive work of creating and rigging 3D character models and other 3D elements from scratch.
Save time animating with MotionMaker, powered by Autodesk AI
Save time animating with MotionMaker, powered by Autodesk AI
There’s real satisfaction in crafting your character's every subtle movement, especially in hero performances. That’s where the magic happens. But animating every element of a scene from scratch adds time and cost. Maya's MotionMaker, powered by Autodesk AI, blends keyframing, motion capture, and machine learning to quickly generate motion and give you a strong starting point, whether it’s for background characters or a hero shot. Skip the tedious parts and focus your craft where it matters most.
There’s real satisfaction in crafting your character's every subtle movement, especially in hero performances. That’s where the magic happens. But animating every element of a scene from scratch adds time and cost. Maya's MotionMaker, powered by Autodesk AI, blends keyframing, motion capture, and machine learning to quickly generate motion and give you a strong starting point, whether it’s for background characters or a hero shot. Skip the tedious parts and focus your craft where it matters most.
Benefits of using AI for animation
Using AI for animation can save both time and budget, freeing up artists to do more of what they do best. It offers practical and artistic benefits, including:
Using AI for animation can save both time and budget, freeing up artists to do more of what they do best. It offers practical and artistic benefits, including:
Speed and efficiency
Speed and efficiency
AI for animation can save time and optimize workflows in a variety of ways. For example, Maya’s ML Deformer makes character animation faster by optimizing 3D models so they can be posed and played back in real time. Other animation AI features automated time-consuming tasks like rigging 3D characters and lighting scenes based on imported videos.
AI for animation can save time and optimize workflows in a variety of ways. For example, Maya’s ML Deformer makes character animation faster by optimizing 3D models so they can be posed and played back in real time. Other animation AI features automated time-consuming tasks like rigging 3D characters and lighting scenes based on imported videos.
Cost effectiveness
Cost effectiveness
Using AI to automate tedious, repetitive animation tasks saves time and can also reduce production costs. For example, the neural motion controller prototype tool lets animators direct a character’s actions using a small number of keyframes and a neural network.
Using AI to automate tedious, repetitive animation tasks saves time and can also reduce production costs. For example, the neural motion controller prototype tool lets animators direct a character’s actions using a small number of keyframes and a neural network.
Creative enhancement
Creative enhancement
When 3D artists can lighten their workload by automating tasks with AI animation tools, they can focus more on the creatively rewarding aspects of animation, such as iterative story and character development.
When 3D artists can lighten their workload by automating tasks with AI animation tools, they can focus more on the creatively rewarding aspects of animation, such as iterative story and character development.
Accessibility
Accessibility
AI animation software like Flow Studio allows anyone who can shoot video to convert it into editable 3D animated scenes. This dramatically lowers the barrier to producing high-quality animation, opening it up to projects with lower budgets and teams with junior skills and experience levels.
AI animation software like Flow Studio allows anyone who can shoot video to convert it into editable 3D animated scenes. This dramatically lowers the barrier to producing high-quality animation, opening it up to projects with lower budgets and teams with junior skills and experience levels.
Applications of AI in animation
AI 3D animation
AI 3D animation
AI tools for 3D animation assist animation studios of all sizes in handling complex projects and tight deadlines. By introducing a level of automation to time-intensive tasks like motion capture, character rigging, and rendering, AI animation software makes 3D animation faster and more efficient. The cost-effectiveness of techniques like deep learning for markerless motion capture makes high-level 3D animation more accessible for lower-budget projects while also helping large-scale studios produce complex projects without sacrificing quality. AI 3D animation platforms usually include cloud collaboration features as well, facilitating efficient remote collaboration for teams of any size.
AI tools for 3D animation assist animation studios of all sizes in handling complex projects and tight deadlines. By introducing a level of automation to time-intensive tasks like motion capture, character rigging, and rendering, AI animation software makes 3D animation faster and more efficient. The cost-effectiveness of techniques like deep learning for markerless motion capture makes high-level 3D animation more accessible for lower-budget projects while also helping large-scale studios produce complex projects without sacrificing quality. AI 3D animation platforms usually include cloud collaboration features as well, facilitating efficient remote collaboration for teams of any size.
AI animation resources
Flow Studio pioneers a Video to 3D Scene AI animation generator
Wonder Dynamics, an Autodesk company, introduced its game-changing Flow Studio Video to 3D Scene technology, an AI-powered video animation tool that converts any video into a 3D animation scene with fully editable characters, environments, camera tracking, and more.
Wonder Dynamics, an Autodesk company, introduced its game-changing Flow Studio Video to 3D Scene technology, an AI-powered video animation tool that converts any video into a 3D animation scene with fully editable characters, environments, camera tracking, and more.
Harnessing the power of analysis, augmentation, and automation
Learn how Autodesk AI capabilities are helping artists and creative teams make better decisions, reduce mistakes, and accelerate problem solving.
Learn how Autodesk AI capabilities are helping artists and creative teams make better decisions, reduce mistakes, and accelerate problem solving.
With Autodesk AI, animators can focus more on creative storytelling
Find out how Autodesk AI for animation is changing the way animators work—reducing tedious tasks and letting artists focus on more creative work.
Find out how Autodesk AI for animation is changing the way animators work—reducing tedious tasks and letting artists focus on more creative work.
Generative AI as a visualization tool for artists and designers
This Autodesk University class explores different uses of generative AI for animation previsualization in game design, media production, and other industries. Go beyond simple text prompts to discover collaborative AI workflows for creating concept renderings.
This Autodesk University class explores different uses of generative AI for animation previsualization in game design, media production, and other industries. Go beyond simple text prompts to discover collaborative AI workflows for creating concept renderings.
Deliver faster rigging and animation with AI
Watch this video to see how Maya’s ML Deformer approximates complex character deformation to make rigging and animating that character much faster.
Watch this video to see how Maya’s ML Deformer approximates complex character deformation to make rigging and animating that character much faster.
Elevate storytelling with Flow Studio's AI animation software
Step inside Autodesk Flow Studio, a powerful AI animation software that accelerates 3D animation and VFX production with time- and money-saving capabilities.
Step inside Autodesk Flow Studio, a powerful AI animation software that accelerates 3D animation and VFX production with time- and money-saving capabilities.
Frequently asked questions (FAQ) on AI animation
AI software can enhance traditional animation techniques like hand-drawn and stop-motion animation by automating certain processes and by showing animators real-time feedback on changes so that iterations can progress faster. AI can also help to generate or enhance animated environments and backgrounds. These enhancements enable faster production of traditional animation styles while letting artists focus on what makes those styles unique and special.
Yes, AI animation software can be used for both 3D and 2D projects to accelerate processes by automating certain repetitive tasks and helping to generate certain elements such as backgrounds and textures.
For 2D animation, AI can be useful, for example, to help make 2D character movement look smoother and more natural and for automating aspects of rotoscoping and “in-betweening”—the creation of intermediate animation frames.
The use cases for AI in 3D animation include markerless motion capture from video footage, automated character rigging, and optimizing 3D rendering to be less time-intensive.
AI animation tools improve workflow efficiency usually through either automation or augmentation.
Automation reduces repetitive steps. For example, the Autodesk Flow Studio AI animation tools automate the conversion of video scenes into 3D animation scenes with editable characters, environment, camera tracking, and more.
Augmentation assists animators by improving the speed, quality, and/or capabilities of their work. For example, Autodesk Maya’s ML Deformer augments the speed of working with complex characters in animation software. Using machine learning, the ML Deformer approximates the deformers in 3D characters to be less processor-intensive.