10 Best Image to Video AI Tools of 2025

Turning static images into dynamic videos used to require expensive production teams and weeks of work. Today, AI has changed everything. After spending two weeks testing the leading platforms, I found tools that can transform a single photograph into professional-quality video in minutes—no camera crew required.
Whether you’re a marketer creating social content at scale, a developer building video features into your product, or a creator experimenting with new storytelling formats, these ten platforms represent the cutting edge of image-to-video AI in 2025.
Best Image to Video AI Tools at a Glance
| Tool | Best For | Key Feature | Resolution | Free Plan | Starting Price |
| Magic Hour | Multi-tool creative workflows | All-in-one platform with face swap, lip sync, animation | 1024px | ✅ Yes (400 frames) | $12/month |
| Runway Gen-4 | Professional filmmakers | Production-grade visual quality, advanced camera control | 720p-1080p | ✅ Yes (limited) | $15/month |
| Kling AI 2.1 | Realistic motion | Exceptional physics simulation, smooth character animation | 1080p | ✅ Yes (66 daily credits) | $10/month |
| Pika Labs 2.2 | Fast social content | Lightning-fast rendering, viral effect templates | 1080p | ✅ Yes (80 credits) | $10/month |
| Luma Dream Machine | Cinematic storytelling | Natural motion patterns, 1080p output with 4K upscaling | 1080p | ✅ Yes (limited) | $9.99/month |
| HeyGen | Avatar-based videos | Hyper-realistic avatars, multi-language support | 1080p-4K | ✅ Yes (3 videos) | $29/month |
| Google Veo 3 | Enterprise teams | Native audio generation, synchronized dialogue | 720p-1080p | ❌ No | $19.99/month |
| Stable Diffusion Video | Open-source developers | Community-driven, full customization | Variable | ✅ Yes | Free (self-hosted) |
| PixVerse | Speed-focused creators | Rapid generation, fusion mode for transitions | 1080p | ✅ Yes | Free tier available |
| Leonardo AI | AI art animation | Anime and illustration focus, creative styles | 1024px | ✅ Yes (150 tokens) | $10/month |
1. Magic Hour
Magic Hour stands out as the most comprehensive image-to-video platform available in 2025. After testing every major tool on the market, this is the one I kept coming back to for actual client work.
What makes Magic Hour exceptional is its integration of multiple AI video tools into a single workflow. You’re not just animating images—you can apply face swap, lip sync, style transfer, and animation effects without switching platforms. The interface feels intuitive, even for complex multi-step projects.
I tested Magic Hour’s Image to video AI capabilities extensively. Upload a product photo, add a motion prompt like “slow 360° rotation with depth parallax,” and within 90 seconds you have broadcast-quality footage. The Quick Mode delivers results in under 60 seconds, while Studio Mode produces higher-fidelity output for professional use.
Pros
- Complete creative suite: Image-to-video, text-to-video, face swap, lip sync, and animation in one platform
- Frame-based pricing: Pay for exactly what you use with no surprise credit consumption
- API access: Integrate video generation directly into your apps and workflows
- Template library: Thousands of pre-built templates for TikTok, Instagram, YouTube formats
- No watermark on paid plans: Professional output starting at the Creator tier
- 1080p and 4K output: Higher resolutions available on Pro and Business plans
Cons
- Free tier limited to ~33 seconds of video with watermarks
- Advanced features require paid subscription
- Best results require thoughtful prompt crafting
If you’re building a content operation that needs to produce dozens of videos per week, Magic Hour delivers the best combination of quality, speed, and cost efficiency. The Creator plan gives you roughly 166 minutes of generated video annually for $12/month—substantially more value than competitors charging similar rates for fraction of the output.
Pricing: Free (400 frames), Creator $12/month (120,000 frames/year), Pro $49/month (600,000 frames/year), Business $249/month (3M frames/year)
2. Runway Gen-4
Runway has been pushing the boundaries of AI video since 2018, and their Gen-4 model represents a meaningful leap forward for production environments.
The platform offers text-to-video, image-to-video, and video-to-video generation with genuinely impressive camera control. After testing aerial shots, dolly movements, and complex parallax effects, Runway consistently delivered the smoothest camera motion and the most polished visual coherence.
Where Runway excels is in understanding film terminology. Prompts like “low-angle tracking shot with shallow depth of field” produce results that demonstrate genuine comprehension of cinematography. The Motion Brush tool lets you paint specific areas of your image and define how they should move—perfect for product reveals or character animation.
Pros
- Production-grade quality: Used in actual Hollywood productions including Everything Everywhere All at Once
- Advanced camera controls: Pan, tilt, zoom, dolly, crane movements with precision
- Motion Brush: Paint-based control for defining specific motion areas
- Multiple generation models: Gen-2, Gen-3 Alpha, Gen-3 Turbo, Gen-4 for different needs
- Professional upscaling: Native 4K export capability for cinema-grade projects
Cons
- Resolution capped at 720p for standard outputs (1080p+ requires upscaling)
- Slower generation times compared to faster tools (5-30 minutes per clip)
- Credit consumption can be unpredictable for complex prompts
- Steeper learning curve for maximizing the toolset
Runway isn’t the cheapest option, but if your project demands the highest visual fidelity and you need advanced directorial control, it’s worth the investment. Marketing agencies and production studios working on premium content will find the quality-to-cost ratio acceptable.
Pricing: Free (limited), Standard $15/month, Pro $35/month, Unlimited $95/month, Enterprise custom
3. Kling AI 2.1
Kling AI, developed by Kuaishou Technology, has emerged as the standout choice for creators who prioritize natural motion and physics accuracy.
I spent a week testing Kling against competitors using identical images—portraits, nature scenes, product shots. Kling consistently produced the most believable motion. Water flows naturally. Characters move with weight and momentum. Camera movements feel organic rather than robotic.
The Motion Brush feature lets you specify exactly how elements should animate. Paint over a person’s hair to add wind movement, or select water to create ripples. The AI interprets these instructions with impressive accuracy.
Kling’s image-to-video generator supports up to 1080p output with advanced camera controls including tilt, pan, zoom, and roll. The Pro version delivers sharper details and more stable camera movements than the Standard tier.
Pros
- Exceptional motion quality: Best-in-class physics simulation and character animation
- Advanced camera control: Professional-grade movements with precise directional control
- Motion Brush tool: Paint-based animation control for specific elements
- High-resolution output: Native 1080p with detailed textures
- Lip-sync capability: Generate videos with realistic mouth movements matching audio
Cons
- Slow generation times: 5-30 minutes per video, considerably slower than competitors
- No built-in editing: Lacks post-generation refinement tools
- Credit consumption: Complex scenes can burn through credits quickly
- Interface complexity: Steeper learning curve than simpler tools
For creators who can accept longer generation times in exchange for superior motion quality, Kling represents excellent value. The Standard plan at $10/month provides 660 credits—enough for multiple high-quality videos if you’re strategic about prompt efficiency.
Pricing: Free (66 daily credits), Standard $10/month (660 credits), Pro $37/month (3,000 credits), Premier $92/month (8,000 credits)
4. Pika Labs 2.2
Pika Labs has built a reputation for speed, creative effects, and social-media-optimized output. If you need to produce engaging content quickly for TikTok, Instagram Reels, or YouTube Shorts, Pika delivers.
The platform offers multiple AI models (1.5, 2.1, 2.2, Turbo, Pro) that balance speed versus quality. Turbo mode generates videos in seconds—perfect for rapid iteration and A/B testing. The 2.2 model produces higher-fidelity results when you need polished output.
What sets Pika apart is its collection of viral effects: Pikaffects (dynamic animations like “Melt” and “Explode”), Pikaframes (smooth keyframe transitions), PikaSwaps (object replacement), and Pikadditions (inserting new elements). These tools make it easy to create eye-catching content that stands out in crowded social feeds.
Pros
- Lightning-fast generation: Turbo mode produces videos in under 15 seconds
- Creative effects library: Unique tools for viral-style content (Melt, Crush, Explode)
- Multiple aspect ratios: 16:9, 1:1, 4:3, 9:16 for different platforms
- Intuitive interface: Extremely beginner-friendly with minimal learning curve
- Strong community: Active Discord with templates and inspiration
Cons
- Variable quality: Fast modes sacrifice detail for speed
- Credit system confusion: Different features consume vastly different credit amounts
- Limited commercial use on lower tiers: Free and Standard plans restrict business applications
- Watermarks persist: Only removed on Pro tier and above
Pika works best for creators who prioritize volume and experimentation over maximum fidelity. The Standard plan at $10/month provides 700 credits—sufficient for regular social content production if you lean on the faster models.
Pricing: Free (80 credits), Standard $10/month (700 credits), Pro $35/month (2,300 credits), Fancy $95/month (6,000 credits)
5. Luma Dream Machine
Luma Labs’ Dream Machine, powered by their Ray3 model, has positioned itself as the go-to choice for creators who want cinematic visual quality without Hollywood budgets.
Ray3 is the first AI video model to generate in 16-bit High Dynamic Range (HDR) color—a massive advantage for professional workflows. The model understands visual storytelling concepts, evaluates its own drafts, and iterates until quality standards are met. This “reasoning” approach produces fewer failed generations and better first-pass results.
I tested Dream Machine extensively with product shots and landscape imagery. The platform consistently delivered smooth motion, natural physics, and visually striking results. The new Draft Mode lets you explore ideas 5x faster and 5x cheaper than standard generation—perfect for creative exploration before committing to final renders.
Pros
- HDR output: First platform to offer native 16-bit HDR for professional pipelines
- Reasoning model: AI evaluates and improves outputs before delivery
- Visual annotation: Draw directly on images to specify layout, motion, character interactions
- Draft Mode: Rapid iteration at 5x speed and 5x lower cost
- 4K upscaling: Native 1080p with optional 4K upscaling for high-end projects
Cons
- No native audio: Generated videos are silent (sound must be added separately)
- 10-second clips: Native generation limited to 10 seconds (extensions available)
- Credit-based pricing: Must carefully manage credit consumption for longer projects
- Learning curve: Advanced features require experimentation to master
Dream Machine occupies a sweet spot between accessibility and professional capability. The Plus plan at $29.99/month includes commercial rights and no watermarks—essential for client work or branded content.
Pricing: Free (image-focused), Lite $9.99/month (3,200 credits), Plus $29.99/month (10,000 credits), Unlimited $94.99/month (10,000 fast + unlimited relaxed)
6. HeyGen
HeyGen has carved out a unique position by focusing on AI avatars rather than traditional image animation. If you need to turn a portrait photo into a speaking presenter, HeyGen is the best tool available.
The platform’s Avatar IV technology can transform a single photograph into a lifelike talking avatar with natural facial expressions, hand gestures, and body movements. The lip-sync accuracy is remarkable—nearly indistinguishable from real footage when using high-quality source images.
I tested HeyGen by creating training videos, product explainers, and multilingual content. The ability to script voiceovers in 175+ languages and have avatars speak with perfect synchronization is genuinely transformative for global marketing teams.
Beyond avatars, HeyGen recently added AI Video Generator capabilities that convert text prompts or images into full videos with narration, captions, and animations. The integration with PowerPoint and Google Slides makes it exceptionally easy to transform presentations into engaging video content.
Pros
- Hyper-realistic avatars: Industry-leading facial animation and expression quality
- 175+ languages: Multilingual support with accurate lip-sync for global content
- No filming required: Create professional presenter videos without cameras or actors
- PowerPoint/Google Slides integration: Transform slides directly into video lessons
- Enterprise features: Team collaboration, brand assets, API access
Cons
- Avatar focus: Not designed for traditional image-to-video animation
- Higher price point: Creator plan starts at $29/month, significantly more than alternatives
- Learning curve: Feature-rich interface requires time to master
- Export resolution: Some features limited to 720p on lower tiers
HeyGen makes sense for businesses and educators who regularly produce talking-head content. The time savings compared to traditional video production justify the higher monthly cost—especially for teams creating content at scale.
Pricing: Free (3 videos/month), Creator $29/month, Team $39/seat/month (minimum 2 seats), Enterprise custom
7. Google Veo 3
Google’s Veo 3, powered by DeepMind research, represents the tech giant’s most serious push into AI video generation. Unlike tools focused on quick social content, Veo 3 targets professional creators and enterprise teams.
The standout feature is native audio generation. Veo 3 creates synchronized dialogue, sound effects, and ambient audio alongside video—no separate audio workflow required. Prompts can include specific voice directions, musical styles, and acoustic environments.
I tested Veo 3 extensively through Google’s AI Studio interface. The model demonstrates sophisticated understanding of cinematic concepts—prompts like “aerial drone shot pulling back from subject at sunset” produce results that feel professionally directed.
Veo 3.1 (the latest version released in October 2025) extends video generation to 60 seconds in a single pass—previously you had to stitch 8-second clips. This dramatically improves narrative continuity and reduces awkward transitions.
Pros
- Native audio generation: Synchronized dialogue, effects, and music in one pass
- 60-second clips: Longest single-generation output among major platforms
- Cinematic understanding: Sophisticated interpretation of film terminology
- HDR support: Professional color grading capabilities for post-production
- Google Cloud integration: Seamless workflow for enterprise video pipelines
Cons
- High cost: Ultra plan at $249/month targets enterprise budgets only
- U.S. only: Limited geographic availability (expanding in 2025)
- Credit consumption: High-quality generations use substantial credits
- Interface complexity: Requires familiarity with Google’s AI ecosystem
Veo 3 isn’t for casual creators or solo entrepreneurs. The pricing reflects Google’s enterprise positioning—marketing teams, content studios, and production companies that generate dozens of videos monthly will find value. For most individual creators, the Pro plan at $19.99/month (with limited Veo 3 Fast access) provides a more practical entry point.
Pricing: Pro $19.99/month (limited Veo 3 Fast access), Ultra $249.99/month (full Veo 3 access, 12,500 credits)
8. Stable Diffusion Video (SDV)
Stable Diffusion Video brings the open-source ethos to AI video generation. Unlike commercial platforms, SDV can be self-hosted, modified, and integrated into custom workflows without subscription fees or API restrictions.
The community-driven model means constant innovation from developers worldwide. New techniques, fine-tuned models, and creative applications emerge regularly. If you’re comfortable with Python and command-line tools, SDV offers unmatched flexibility.
I tested SDV through Comfy UI and local implementations. The setup requires technical knowledge, but the payoff is complete control over generation parameters, custom training, and no credit limits. Quality varies based on which checkpoint you use and how you configure the inference pipeline.
Pros
- Completely free: No subscription fees, API costs, or usage limits
- Full customization: Modify models, training data, inference parameters
- Community support: Extensive documentation, tutorials, model checkpoints
- Privacy: All processing happens locally—no data sent to external servers
- Commercial use: Use generated content without platform restrictions
Cons
- Technical expertise required: Steep learning curve for non-developers
- Hardware demands: Requires powerful GPU for reasonable generation speeds
- Variable quality: Results depend heavily on setup and prompt engineering
- No official support: Community-driven help only, no customer service
- Limited motion control: Camera control less sophisticated than commercial tools
SDV makes sense for developers, researchers, and studios with technical resources who need complete control or want to avoid recurring subscription costs. For most creators, the time investment to achieve commercial-tool quality outweighs the cost savings.
Pricing: Free (self-hosted), cloud hosting varies by provider
9. PixVerse
PixVerse has positioned itself as the speed champion among image-to-video platforms. If your workflow prioritizes fast turnaround over maximum fidelity, PixVerse delivers.
The platform’s “fusion” mode lets you blend multiple images and video clips to create smooth transitions and creative effects. This feature alone makes PixVerse valuable for editors who need to connect disparate visual elements.
I tested PixVerse for social media content creation—Instagram Reels, TikToks, YouTube Shorts. The generation speed (often under 30 seconds) enables true rapid experimentation. You can test five different motion concepts in the time it takes competing tools to produce one video.
Pros
- Extremely fast generation: Most clips render in under 60 seconds
- Fusion mode: Blend images and videos for unique transitions
- Simple interface: Minimal learning curve, great for beginners
- Multiple style options: Realistic, anime, abstract, and artistic presets
- Generous free tier: Substantial daily credits for testing and light use
Cons
- Lower visual fidelity: Quality sacrificed for speed compared to premium tools
- Limited camera control: Fewer directional and movement options
- Basic feature set: Missing advanced tools found in professional platforms
- Inconsistent results: Quality varies significantly between generations
PixVerse works well as a secondary tool for quick tests and social experiments. The speed advantage makes it perfect for A/B testing concepts before committing to higher-quality generation on premium platforms.
Pricing: Free tier available, paid plans vary
10. Leonardo AI
Leonardo AI has built a strong following in the digital art community, and their image-to-video capabilities particularly excel with illustrated and anime-style content.
The platform offers multiple motion presets optimized for different art styles—2D animation, manga panels, concept art, character portraits. If you’re working with AI-generated illustrations (from Midjourney, DALL-E, or Leonardo’s own image generator), the animation results feel natural and stylistically consistent.
I tested Leonardo with anime portraits, fantasy landscapes, and stylized product renders. The platform’s understanding of non-photorealistic content produces better results than tools trained primarily on live-action footage.
Pros
- Illustration-focused: Optimized specifically for anime, manga, and digital art styles
- Style consistency: Maintains artistic style across animation frames
- Integrated workflow: Generate images and animate them in one platform
- Community templates: Extensive library of style presets and motion patterns
- Token-based pricing: Predictable costs with clear token-to-output conversion
Cons
- Less realistic: Not ideal for photorealistic content or live-action aesthetics
- Limited to 1024px: Lower resolution ceiling than competitors
- Niche focus: Features optimized for specific creative workflows
- Smaller community: Less documentation than larger platforms
Leonardo serves a specific creative niche exceptionally well. Illustrators, manga artists, game designers, and fantasy content creators will find the platform’s specialized features valuable. For photorealistic content, other tools deliver better results.
Pricing: Free (150 tokens daily), Apprentice $10/month, Artisan $24/month, Maestro $48/month
How We Chose These Tools
Over two weeks, I systematically tested 20+ Image to video AI platforms using consistent evaluation criteria.
Testing Methodology
I used identical source images across all platforms—portrait photos, product shots, nature scenes, architectural renders—to ensure fair comparison. Each image was processed with both simple and complex prompts to evaluate how well platforms handled different use cases.
Evaluation Criteria
- Visual quality: Frame consistency, resolution, detail preservation, artifact handling
- Motion realism: Physics accuracy, character animation, camera movement smoothness
- Speed: Time from prompt submission to final video delivery
- Control: Directional options, motion painting, camera controls, editing capability
- Pricing structure: Cost per output minute, credit systems, subscription transparency
- Use case fit: Platform strengths for specific content types and workflows
Hands-On Testing
Every tool listed here was tested with real projects—social media content for marketing clients, product demonstrations for e-commerce, educational content for training programs. The rankings reflect practical performance in actual creative workflows, not just marketing claims.
I guarantee at least one of these tools will meet your specific needs—whether you’re producing dozens of videos weekly or experimenting with new creative formats.
The Image-to-Video AI Market in 2025
The AI video generation landscape has matured significantly in the past year. As of November 2025, we’re seeing several key trends reshape the industry.
Consolidation Around Quality Leaders
Early 2024 saw dozens of image-to-video startups launching with similar capabilities. By late 2025, the market has consolidated around platforms that demonstrate consistent quality and reliable service. Magic Hour, Runway, and Kling have emerged as category leaders based on actual creator adoption rather than marketing noise.
Native Audio Generation
Google Veo 3’s native audio capabilities represent a watershed moment. Earlier tools required separate audio workflows—generate video, then add sound in post-production. Platforms now compete on synchronized audio quality, with dialogue and sound effects generated alongside visuals.
Longer Generation Lengths
Veo 3.1’s 60-second clips and Luma’s extended generation options signal the industry moving beyond short-form limitations. The technical challenge of maintaining visual consistency across longer sequences is being solved, opening opportunities for mid-form content.
Subscription Fatigue Driving Credit Models
Creators increasingly favor transparent credit-based pricing over opaque subscription tiers. Magic Hour’s frame-based system and Kling’s straightforward credit costs provide predictability that subscription models often obscure behind vague “generation limits.”
Emerging Tools Worth Watching
Several platforms didn’t make this top 10 but deserve attention:
- Synthesia: Avatar-focused like HeyGen, with strong enterprise features
- D-ID: Specialized in talking-head animations from photos
- Kaiber: Music-video focused with style transfer emphasis
- Descript: Video editing platform adding AI generation features
- CapCut: TikTok’s in-house tool expanding AI capabilities
The technology continues improving monthly. Tools that struggle with consistency today may become category leaders tomorrow. Regular re-evaluation is essential.
Final Recommendations: Which Tool Should You Choose?
After extensive testing, here’s my guidance based on your specific use case:
For All-Around Versatility → Magic Hour
If you need one platform that handles multiple video creation tasks well, Magic Hour delivers the best combination of features, quality, and value. The integrated workflow saves substantial time compared to juggling multiple specialized tools.
For Professional Film Production → Runway Gen-4
When visual fidelity matters more than speed or cost, Runway’s production-grade output and advanced camera controls justify the premium pricing. Studios and agencies working on high-end projects should start here.
For Realistic Motion → Kling AI 2.1
If natural physics and believable character animation are your priorities, Kling produces the most convincing motion. Accept the longer generation times in exchange for superior results.
For Social Media Speed → Pika Labs 2.2
Content creators producing high volumes of short-form content benefit from Pika’s rapid generation and viral-optimized effects. The creative tools help content stand out in crowded feeds.
For Cinematic Quality → Luma Dream Machine
When you need visually striking output with professional color grading capabilities, Dream Machine’s HDR support and reasoning-driven generation deliver exceptional results.
For Avatar Videos → HeyGen
Any workflow requiring talking presenters, multilingual content, or human-like avatars should explore HeyGen first. The quality and language support are unmatched.
For Enterprise Budgets → Google Veo 3
Organizations with substantial video production needs and enterprise budgets will appreciate Veo 3’s native audio, long-form capability, and Google Cloud integration.
For Technical Control → Stable Diffusion Video
Developers and studios with technical resources who need complete customization or want to avoid recurring costs should investigate SDV despite the steeper learning curve.
For Rapid Testing → PixVerse
When speed matters more than perfection, PixVerse enables rapid experimentation and quick turnaround for iterative creative processes.
For Illustration Animation → Leonardo AI
Digital artists, illustrators, and creators working with anime or stylized content will find Leonardo’s specialized features and style-consistent animation valuable.
The Bottom Line
No single platform dominates every use case. Most professional creators maintain subscriptions to 2-3 complementary tools—perhaps Magic Hour for daily production, Runway for premium projects, and Pika for rapid social testing.
Start with free tiers to test workflow fit before committing. The technology improves monthly, so revisit your toolset quarterly to evaluate new capabilities and competitive shifts.
The future of video creation isn’t about replacing human creativity—it’s about augmenting it. These tools free creators from technical execution, allowing more time for strategic thinking and creative direction. Choose the platform that best supports your specific creative vision.
Frequently Asked Questions
What’s the difference between free and paid image-to-video AI tools?
Free tiers typically include watermarks, lower resolution output (512px-720p), limited generation credits (10-50 per month), and slower processing queues. Paid plans remove watermarks, increase resolution to 1080p-4K, provide substantially more generation capacity (100-1000+ videos monthly), and include commercial usage rights. For professional work, paid plans are essential.
Can AI image-to-video tools create videos longer than 10 seconds?
Yes, though approaches vary. Google Veo 3.1 generates up to 60 seconds in one pass. Other platforms like Runway and Luma offer extension features that stitch multiple generations together. Magic Hour and Kling support longer sequences through their Studio/Pro modes. For videos exceeding 60 seconds, most workflows involve generating multiple clips and editing them together.
Do I own the commercial rights to videos created with these tools?
Commercial rights depend on your subscription tier. Most free plans prohibit commercial use. Paid plans typically include commercial rights, but read terms carefully—some platforms require attribution, others restrict usage in certain industries. Magic Hour, Runway Pro, Kling Standard (and above), Pika Pro, and Luma Plus all include commercial rights. Always verify before using generated content for client work or advertising.
How much does it cost to generate 100 high-quality videos per month?
Cost varies dramatically by platform and quality settings. Magic Hour Creator plan ($12/month) provides ~166 minutes of video annually, sufficient for 100+ short clips. Runway Pro ($35/month) offers 2,300 credits—enough for approximately 50-100 videos depending on length and settings. Kling Pro ($37/month) delivers 3,000 credits for similar output. For 100 high-quality videos monthly, budget $30-50 on mid-tier plans or $90-100 on premium unlimited options.
Which tool produces the most realistic motion and physics?
Based on extensive testing, Kling AI 2.1 delivers the most convincing physics simulation and natural motion. Water flows realistically, characters move with appropriate weight, and camera movements feel organic. Luma Dream Machine ranks second with excellent physics modeling. Runway Gen-4 excels at camera control but sometimes produces slightly more stylized motion than Kling’s naturalistic approach.
