AI Motion Control
Copy any movement from a reference video onto your own character with AI motion control on XimagineAI — free credits on signup, no credit card required.
Upload a dance, gesture or acting clip, add one character image, and the model rebuilds the clip with your character performing every step, turn and expression.
Before → after
Character image- 1.A real person performs the move — waves, hair touches and a head tilt.
- 2.One clear image of the character you want to animate, head to torso visible.
- 3.The cartoon girl performs the same gestures, timing and expression.
Motion Control
Transfer human motion, gestures and expressions from a reference video to a character image
Kling 2.6 Motion Control
720p / 1080p · 3–30s
JPEG / PNG · up to 10MB · each side >300px · ratio 2:5–5:2. Show the head, shoulders and torso clearly.
MP4 / MOV · 3–30 seconds · up to 100MB. Use footage showing the head, shoulders and torso clearly.
The output may retain the reference video’s audio.
Billed per second of reference video. You see the exact credit cost on the Generate button before anything is charged.
Definition
What Is AI Motion Control?
AI motion control is motion transfer. You give the model a reference video of someone moving and a still image of a character, and it generates a new video in which that character performs the same movement. Body pose, hand gestures, head turns, facial expressions and timing come from the clip; identity, outfit and art style come from the image.
Think of a motion control AI as a stunt double in reverse: the person in the reference clip does the performance, and your character gets the screen time. You don't write a prompt describing the dance — the video already shows it.
What it is not
- Not camera motion control — it doesn't fly a virtual camera through a still image.
- Not industrial or robotics motion control, such as servo drives, PLCs or CNC axes.
- Not a motion brush — you don't paint arrows; the reference video defines every movement.
The model
Kling Motion Control Online — No Kling Account Needed
X Imagine AI runs Kling's motion-transfer model in your browser, so you don't need to install the Kling app, register a separate Kling account or buy another plan. You sign in once, and the same credits work across every video and image model on the site.
Kling AI motion control is built for human performance. Because the Kling motion control AI reads pose frame by frame, it follows full-body choreography, hands and facial expression from the reference clip while keeping your character consistent from the first frame to the last. We run the latest Kling model available for motion transfer, so upgrades arrive here without you switching tools.
Two orientation modes
Follow the image's framing for clips up to 10 seconds, or follow the video's framing for clips up to 30 seconds.
720p or 1080p
Pick draft or final quality — the credit quote updates the moment you switch.
Optional prompt
Add a short prompt to describe the scene or style while the movement stays locked to the reference.
3 steps
How to Use AI Motion Control on Ximagine AI
No timeline, no keyframes, no motion-capture suit. Two uploads and one click.
Upload the reference video
MP4 or MOV, 3–30 seconds, up to 100MB. Choose a clip where the performer's head, shoulders and torso stay in frame and the camera is fairly steady.
Add your character image
JPEG or PNG up to 10MB with the head, shoulders and torso clearly visible. Match the framing of the clip — a full-body dance needs a full-body character.
Choose settings and generate
Select the orientation mode and 720p or 1080p, check the credit cost on the button, then press Generate. The finished clip plays in the preview and is saved to My Creations.
Tip: the closer your character's pose is to the first frame of the reference video, the cleaner the result.
Pricing
Free AI Motion Control Video Generator
Here is how free works on Ximagine AI, without fine print: every new account gets free credits on signup, no credit card required. You can upload a reference video and a character image and see the exact quote before anything is charged, so trying free AI motion control costs nothing until you decide to generate — you can check the price of motion control free of charge.
Generation is billed per second of reference video, so a clip usually costs more than the signup bonus covers on its own. When you need more, one-time credit packs top you up with no subscription required. That is the honest way to get an AI motion control video free of monthly commitments: pay only for the seconds you render.
- Free credits on signup
- No credit card required
- Exact cost shown before you generate
- One credit balance for every model
Workflow
Create a Character, Then Make It Move
No character yet? On X Imagine AI you can design one with an image model and bring it straight into motion transfer — same account, same credits.
Grok Imagine
Quick, stylized characters from a short prompt — good for mascots and social content.
Create with Grok ImagineNano Banana
Consistent faces and precise edits, useful when one character needs to star in several clips.
Create with Nano BananaGPT Image
Close prompt following for detailed outfits, props and lettering on clothing.
Create with GPT ImageGenerate the character facing the camera, arms visible, on a plain background, at the same framing as your reference clip.
Just want to animate a still without a reference clip? Try our image to video AI tool, or start from a text prompt in the AI video generator.
Use cases
What People Make with AI Motion Control
AI motion control shines anywhere the movement matters more than the scenery.
Dance challenges
Film yourself doing a trending routine once, then hand the choreography to a cartoon hero, a brand mascot or an anime idol.
Virtual humans & VTubers
Give a virtual presenter real body language — talking gestures, reactions and poses — without a motion-capture rig.
Product & fashion showcases
Have a model character walk, turn and pose in an outfit or with a product, reusing one reference walk across a whole catalogue.
Memes & reaction clips
Put a well-known reaction or meme dance onto your own character for posts that feel familiar but are clearly yours.
Compare
X Imagine AI vs Kling vs Higgsfield vs Viggle
Where you run motion transfer depends on what else you need. Here is how this page stacks up against the official Kling app, Higgsfield motion control and Viggle.
| Feature | X Imagine AI | Kling (official) | Higgsfield | Viggle AI |
|---|---|---|---|---|
| Motion control | Yes — Kling model | Yes | Yes | Yes — core feature |
| Image generation | Yes — Grok Imagine, Nano Banana, GPT Image | Yes — Kling image models | Yes | Limited |
| Free credits | Free credits on signup | Free tier with limits | Limited, varies by plan | Free tier with limits |
| No separate Kling account | Yes | No — Kling account required | Yes | Yes — uses its own model |
| Multi-model | Yes — Kling, Seedance, Veo, Grok and more | Kling models only | Yes | No |
Competitor details reflect their public pages at the time of writing. Plans and features change, so check each site before you buy.
Frequently Asked Questions
Start Your First Motion Control Video Free on XimagineAI
Upload a reference clip, add your character, and see the credit cost before you generate. Free credits on signup, no credit card required.
Upload a reference videoPay-as-you-go credits · No subscription required
Kling is a trademark of Kuaishou, referenced only to describe the underlying model. XimagineAI is not affiliated with Kuaishou.