AI 视频能做什么?七大产出类型与完整流水线
短剧、宣传片、古诗动画、电商带货、数字人播报、模板特效、教学视频——七大类逐一拆解,每类对应的制作流水线一应俱全。
AI video is far more than "making images move" — from short dramas to digital humans, seven output types, each with different tool combinations and pipelines.
learnOutputs.definition
Author's note: Tool matching and pipeline breakdowns come from the Agnes Video Generator project author's hands-on practice. Model capability judgments are based on official papers and actual testing.
1. Seven Output Types at a Glance
| Output Type | Recommended Tools | Pipeline | Key Points |
|---|---|---|---|
| Short dramas | Industrial online (Kling/Seedance/Sora), open-source + ComfyUI | Text-to-video → Segments → Editing → Narration → Final | Cross-shot consistency needed |
| Template shorts | Seedance/Kling templates, ReCamMaster, CosmicMan | Template → Upload photo/video → Auto-generate → Share | Template engine core |
| Corporate promos / Ads | Industrial (Kling/Sora), Agnes for single shots | Storyboard → Per-shot generation → Narration → Edit → Brand | Quality over speed |
| Poetry / Artistic animation | Agnes excels at nature slow-mo; open-source for artistic | Poetry mood → Per-line generation → AE/CapCut text+music → Final | Independent shots, no consistency needed |
| E-commerce videos | Industrial + Agnes; Wan2.1 with product images | Product photo → Image-to-video → Subtitles → BGM → Output | 5–15s per clip |
| Digital human broadcast | HeyGen/Synthesia/D-ID; MoneyPrinterTurbo | Script → Avatar/voice → Generate → Overlay B-roll → Export | Agnes doesn't support digital humans |
| Educational animations | Seedance/Kling + open-source + storyboards | Lesson script → Per-point animation → Narration → Subtitles → Output | Mixed long/short shots |
2. Universal Pipeline: 11 Stages
All AI video goes through an 11-stage universal pipeline. Differences lie in which stages are emphasized.
3. Type × Tool × Pipeline Matching
Short Dramas
Needs cross-shot consistency and longer timelines. Use industrial platforms for segment generation + continuation, open-source models with ComfyUI. Agnes suits individual atmosphere shots.
Template Shorts
Depends on template engines. Seedance/Kling have built-in templates; ReCamMaster/CosmicMan for skeleton-driven animation. Agnes is not suited for this type.
Corporate Promos / Ads
Quality over speed. Industrial platforms for main shots, Agnes for single-shot materials. Pipeline: storyboard → generation → narration → editing → brand overlay.
Poetry / Artistic Animation
Each shot independent, no cross-shot consistency needed — Agnes Video Generator's strength. Nature slow-motion and artistic visuals are its best scenarios.
E-Commerce Videos
5–15 seconds per clip. Agnes image-to-video animates product photos. Zero-cost entry point.
Digital Human Broadcast
Needs specialized platforms (HeyGen/Synthesia/D-ID). Agnes doesn't support digital humans but can generate background B-roll.
Educational Animations
Mix of long and short shots. Generate animations per knowledge point, add narration and subtitles.
4. Agnes Video Generator's Best Output Types
learnOutputs.s4Desc
5. FAQ
Q:What can AI video do?
Seven categories: short dramas, templates, promos, poetry animation, e-commerce, digital humans, education.
Q:What output types exist?
Short dramas, template shorts, promos, poetry animation, e-commerce, digital humans, education. Each has different tool requirements.
Q:Steps to make AI video?
11-stage pipeline: requirements → script → style → assets → generation → enhancement → narration → BGM → editing → subtitles → export.
Q:Can I make AI video without CapCut?
CapCut is downstream editing; AI tools are upstream production. They work best combined, but short videos can be produced directly.
Q:Is AI video good for beginners?
Absolutely. Free tools like Agnes Video Generator offer zero barrier — three steps to your first video.
Q:What can Agnes Video Generator make?
Best at promo shots, poetry animation, e-commerce, single drama shots — under 10 seconds, no consistency needed.
Where to go next?
- Haven't read part 1? Start withAI Video Tools Complete Guide →
- Want cost details? Read part ③AI Video Production Cost Revealed →
- Ready to start?Generate your first video free →, or browseAI Video Use Cases →。
References
This page draws on the following authoritative sources, each with a specific relevance note.
- VideoPoet: A Large Language Model for Zero-Shot Video GenerationGoogle Research · arXiv:2312.14125 (2023)
VideoPoet's zero-shot video generation methodology directly maps to the output types and pipeline design approaches described on this page.
- CogVideoX: Text-to-Video Diffusion Models via 3D Causal VAETsinghua University & Zhipu AI · arXiv:2408.06072 (2024)
CogVideoX's architecture determines its applicability and limitations across output types (short dramas, promos, animations).
- Artificial Intelligence Index Report 2025Stanford HAI · Stanford AI Index 2025 (2025)
Stanford AI Index 2025 provides the maturity curve from lab to industry for video generation, helping assess the technical feasibility of each output type.
Waarom u dit kunt vertrouwen
Geschreven door een praktiserend ontwikkelaar en geverifieerd aan de hand van gezaghebbende primaire bronnen zoals arXiv-artikelen, technische rapporten en de Stanford AI Index.
SandGrid@lcy362
Auteur van Agnes Video Generator · Full-Stack ontwikkelaar
Onafhankelijke ontwikkelaar en auteur van Agnes Video Generator, een open-source (MIT) AI-videogeneratietool gebouwd op de gratis videomodellen van Agnes AI. Heeft meer dan 1.000 creators geholpen om kosteloos AI-video's te maken.
Bekijk op GitHubReferenties & bronnen
De volgende primaire onderzoeken en openbare rapporten zijn geraadpleegd om nauwkeurigheid en actualiteit te waarborgen.
- Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets — Stability AI · arXiv:2311.15127 (2023)
- CogVideoX: Text-to-Video Diffusion Models via 3D Causal VAE — Tsinghua University & Zhipu AI · arXiv:2408.06072 (2024)
- HunyuanVideo: A Systematic Framework For Large Video Generative Models — Tencent · arXiv:2412.03603 (2024)
- Wan: Open and Advanced Large Video Models — Alibaba · arXiv:2503.20314 (2025)
- VideoPoet: A Large Language Model for Zero-Shot Video Generation — Google Research · arXiv:2312.14125 (2023)
- LTX-Video: Realtime Video Latent Diffusion — Lightricks · arXiv:2501.00103 (2025)
- SkyReels-V2: Infinite-length Film Generative Model — Kunlun SkyReels Team · arXiv:2504.13074 (2025)
- Artificial Intelligence Index Report 2025 — Stanford HAI · Stanford AI Index 2025 (2025)
- The Economic Potential of Generative AI: The Next Powerhouse of Productivity and Growth? — McKinsey & Company · McKinsey Global Institute (2023)
- Generative AI in Media and Entertainment: A $150 Billion Opportunity — BCG (Boston Consulting Group) · BCG Henderson Institute (2024)
- Digital News Report 2025: AI-Generated Content and Trust in News — Reuters Institute, University of Oxford · Reuters Institute Digital News Report (2025)
- Sora: Video Generation Model Technical Report — OpenAI · OpenAI Technical Report (2024)
- Global AI Video Generation Market Size & Share Analysis (2024-2030) — Grand View Research · Grand View Research Market Report (2024)
Laatst bijgewerkt:2026-07-30
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