如果你已经能用 AI 生成几张好看的图，却卡在"怎么让它动起来、怎么让不同镜头里的角色长得一样、怎么把一堆图串成有叙事的一段"——这门课要补的就是这几段缺口。它不是讲"AI 有多神奇"，而是讲一条能跑通的动画电影制作管线：从前期设定、3D 资产、纹理，到节点化的工作流，最后落到镜头与环境。

先确认你缺的是哪一块

AI 动画最容易让人误判的地方，是以为难点在生成。实际上生成只占一小段，真正消耗时间的是三件事：一致性（同一个角色换个角度还认得出）、可控性（想改一个局部不用重做整张图）、可复用性（这次调好的流程下次还能用）。

这门课的主题落点很明确：3D 模型生成与纹理优化，以及基于节点的制作流程（ComfyUI 那条线）。为什么是这两块？因为纯靠提示词抽卡，你只能得到"一次性的画面"；而节点式流程让你把每一步拆开、固定参数、按需替换——这才是动画能反复迭代的前提。纹理优化同理，模型有了但贴图糊、接缝明显，一动起来就露馅。

如果你现在的状态是：会用几个在线工具出图，但没搭过工作流、没碰过 3D 资产、没处理过贴图，那这门课的知识密度对你是合适的。

课程围绕的一条主线

内容集中在 AI 前期制作（Pre-Production）这一段。这个定位挺诚实——它不承诺"教你做完一整部电影"，而是把最乱、最容易劝退的前期环节讲清楚：概念怎么定、资产怎么来、环境怎么搭、节点怎么连。

  • 节点思维：理解节点为什么这么组织，各环节之间传的是什么数据，而不是照着截图连一遍就完事。这是从"抄流程"到"改流程"的分界线。
  • 3D 模型与纹理：资产从哪来、怎么生成、纹理怎么优化到能进后续环节。这部分对只做过二维出图的人是新领域。
  • 环境开发：场景不是背景板，它决定了镜头能怎么摆、光怎么打、角色往哪走。
  • AI 与常规流程的衔接：哪些环节交给 AI，哪些环节手工更稳，边界在哪。

看的时候别只"看懂"

这类课程最大的陷阱是看的时候全懂，关掉就忘。建议边看边做两件事：一是把每个节点的输入输出画成自己的草图，哪怕画得很丑；二是每学完一个模块，用自己的素材重跑一遍，故意改一个参数看结果怎么变。

练习方向可以按难度排：先做单张图的可控修改（换材质、换颜色而保持构图），再做角色跨视角的一致性，最后做一段三到五秒的连续镜头。三秒能稳住，比三十秒全是崩坏有价值得多。

看完你应该能回答这些问题

  • 一个角色要在多个镜头里保持一致，靠的是哪些环节共同约束？
  • 节点的连接方式改变时，输出会怎么变？你能预判吗？
  • 给定一个 3D 模型，纹理出现拉伸或接缝，你会从哪几个方向排查？
  • 同样的效果，什么时候用 AI 生成，什么时候手工更省时间？
  • 如果要把这套流程交给别人接手，你会怎么描述每一步的输入和输出？

能答上四五条，说明你不是"看过"，而是真的拿到了可迁移的方法。答不上来的那几条，就是你还得回去重做练习的地方。

好奇心圣殿 - AI人工智能动画电影制作2.0

AI赋能动画制作，探索创意无限

编辑点评

深入浅出AI动画制作，涵盖3D模型生成、纹理优化等，适合动画制作初学者和进阶者。

⭐ 编辑推荐

探索AI在动画制作中的应用，从3D模型生成到动画制作，全面掌握AI动画制作技能。

课程亮点

• AI技术赋能动画制作
• 全面讲解3D模型生成与纹理优化
• 适合动画制作初学者和进阶者

课程目录

📁 3. Module 2 - AI Pre-Production
    3. Module 2 - AI Pre-Production文档.png  [493.5 KB]
    16. Generate 3D Models of Your Characters - ComfyUI.html  [2.4 KB]
    19. Improving Textures with Stable Projector Z (optional).html  [1.8 KB]
    24. M02L15.3_FixingTextures_241112_v001.mp4  [69.9 MB]
    21. Using BlenderKit.html  [2.0 KB]
    14. Create Your First Animatic.html  [2.6 KB]
    15. M02L08_ChoosingWorkflows_241017_v001.mp4  [55.4 MB]
    2. How do nodes work - Prepping for ComfyUI.html  [1.0 KB]
    12. Troubleshooting - Storyboard.mp4  [71.5 MB]
    9. M01L11_EnvironemntDevComfyUI_241017_v001.mp4  [98.6 MB]
    16. Image to 3D.mp4  [38.6 MB]
    21. M02L13_UsingBlenderkit_241011_v001.mp4  [64.6 MB]
    1. Welcome to Module 2.html  [1.6 KB]
    17. Generate 3D Models of Your Characters - Rodin.html  [1.6 KB]
    27. M02L18_SecondAnimatic_241111_v001.mp4  [20.7 MB]
    4. Before We Dive Into ComfyUI - Things You Need to Know.html  [4.5 KB]
    10. Look Development in Midjourney (optional).html  [1.6 KB]
    27. Create Your Second Animatic.html  [1.1 KB]
    17. Rodin.mp4  [27.3 MB]
    23. Create 3D (2.5D) Environments with Blender and ComfyUI.html  [3.9 KB]
    13. M01L14_Shotlist_241017_v001.mp4  [58.7 MB]
    15. Decide on Your Workflows.html  [2.1 KB]
    28. Want More in This Module Share Your Ideas & Win.html  [735.0 B]
    20. M02L12_IntroToBlender_241110_v001.mp4  [207.9 MB]
    19. Liquid error - internal.png  [1.0 MB]
    26. Liquid error - internal.png  [1.4 MB]
    24. Liquid error - internal.png  [1.5 MB]
    26. M02L17_Blocking_241108_v001.mp4  [72.4 MB]
    26. Basics of Blocking.html  [1.8 KB]
    6. M01L08_SetupRunComfy_241017_v001.mp4  [33.0 MB]
    8. Look Development - Characters in ComfyUI.html  [2.5 KB]
    17. Liquid error - internal.png  [1.5 MB]
    12. M01L13_Storyboard_241016_v001.mp4  [173.3 MB]
    22. M02L14_SimpleEnvironments_241017_v001.mp4  [85.1 MB]
    4. Liquid error - internal.png  [1.0 MB]
    20. Intro to Blender.html  [2.0 KB]
    23. Liquid error - internal.png  [1.4 MB]
    21. Liquid error - internal.png  [1.2 MB]
    13. Build a Shotlist.html  [2.5 KB]
    1. Liquid error - internal.png  [1.3 MB]
    12. Liquid error - internal.png  [1.3 MB]
    25. Liquid error - internal.png  [1.4 MB]
    2. Liquid error - internal.png  [1.6 MB]
    3. Liquid error - internal.png  [1.4 MB]
    22. Create 2D Backgrounds with Blender and ComfyUI.html  [3.6 KB]
    18. Generate 3D Models of Your Characters - Meshy.html  [1.8 KB]
    5. Setting up ComfyUI - Local.html  [3.2 KB]
    11. Liquid error - internal.png  [1.7 MB]
    16. Liquid error - internal.png  [1.2 MB]
    12. Create Your Storyboard.html  [3.8 KB]
    29. M02_Outrov2.mp4  [20.4 MB]
    5. M01L07_InstallComfyUIlocal_241016_v001.mp4  [28.7 MB]
    10. Liquid error - internal.png  [1.8 MB]
    14. Liquid error - internal.png  [1.4 MB]
    20. Liquid error - internal.png  [1.2 MB]
    2. Nodes.mp4  [71.9 MB]
    9. Look Development - Environments in ComfyUI.html  [3.9 KB]
    25. Rigging Your 3D Characters.html  [1.4 KB]
    6. Setting up ComfyUI - Online.html  [3.1 KB]
    24. Improving Textures with Blender.html  [1.3 KB]
    23. M02L15_ComplexEnvironments_241018_v001.mp4  [264.3 MB]
    15. Liquid error - internal.png  [1.5 MB]
    3. M01L06_ComfyUIvsMidjourney_241016_v001.mp4  [72.0 MB]
    18. Liquid error - internal.png  [1.4 MB]
    9. Liquid error - internal.png  [2.0 MB]
    25. M02L16_Rigging_241105_v001.mp4  [56.5 MB]
    8. M01L10_CharacterDevComfyUI_241017_v001.mp4  [113.0 MB]
    27. Liquid error - internal.png  [1.9 MB]
    8. Liquid error - internal.png  [1.6 MB]
    7. Intro to Image Generation in ComfyUI.html  [3.1 KB]
    10. M01L12_DevelopmentMidjourneyI_241017_v001.mp4  [24.2 MB]
    22. Liquid error - internal.png  [1.8 MB]
    28. Liquid error - internal.png  [1.5 MB]
    18. M02L10-5_MeshyAI_241206_v001.mp4  [19.2 MB]
    29. Liquid error - internal.png  [1.3 MB]
    7. Liquid error - internal.png  [1.5 MB]
    14. M02L07_FirstAnimatic_241026_v002.mp4  [82.9 MB]
    29. Module 2 Assignment.html  [2.0 KB]
    1. M02_Introv2.mp4  [30.2 MB]
    13. Liquid error - internal.png  [1.4 MB]
    9. Troubleshooting - Environment.mp4  [40.7 MB]
    3. ComfyUI vs Midjourney.html  [1.2 KB]
    5. Liquid error - internal.png  [1.5 MB]
    6. Liquid error - internal.png  [1.4 MB]
    19. M02L11_StableProjectorZ_241011_v002.mp4  [136.0 MB]
    7. M01L09_ImageGenerationComfyUI_241104_v002.mp4  [76.5 MB]
📁 5. Module 4 - AI Post-Production
    5. Module 4 - AI Post-Production资料.zip  [1.8 MB]
    6. Udio.mp4  [101.3 MB]
    4. M04L04_SoundDesign_241212_v001.mp4  [105.0 MB]
    6. Music with Udio.html  [1.1 KB]
    8. M04L08_Finalize_241111_v001.mp4  [27.8 MB]
    2. Intro to After Effects.html  [843.0 B]
    12. This Isnt Goodbye.html  [3.3 KB]
    6. Liquid error - internal.png  [1.6 MB]
    1. Liquid error - internal.png  [1.5 MB]
    9. Liquid error - internal.png  [1.4 MB]
    9. M04_Outro.mp4  [19.0 MB]
    11. Make it LinkedIn Official.html  [1.5 KB]
    2. Liquid error - internal.png  [1.6 MB]
    8. BSF_Edit_241220_v003.mp4  [11.9 MB]
    7. Music with Suno.html  [1.2 KB]
    11. Liquid error - internal.png  [1.1 MB]
    1. M04_Intro.mp4  [17.0 MB]
    10. Claim Your Certificate.html  [918.0 B]
    12. Liquid error - internal.png  [1.0 MB]
    5. Liquid error - internal.png  [1.7 MB]
    4. Liquid error - internal.png  [1.4 MB]
    2. After Effects 101 1080p.mp4  [130.2 MB]
    5. SFX in ElevenLabs.html  [1.2 KB]
    3. M04L03_BasicCompositing_241108_v001.mp4  [47.2 MB]
    4. Basics of Sound Design.html  [1.2 KB]
    1. Welcome to Module 4.html  [1.7 KB]
    8. Liquid error - internal.png  [1.0 MB]
    7. Liquid error - internal.png  [1.4 MB]
    3. Basic Compositing in After Effects.html  [1.3 KB]
    10. Liquid error - internal.png  [1.4 MB]
    7. Suno - 1.3.25.mp4  [49.5 MB]
    5. ElevenLabsSFX.mp4  [24.8 MB]
    8. Finalize Your Edit.html  [1.3 KB]
    3. Liquid error - internal.png  [1.6 MB]
    9. Module 4 Assignment.html  [2.1 KB]
📁 4. Module 3 - AI Animation
    4. Module 3 - AI Animation必看.png  [493.5 KB]
    5. Image to Video.mp4  [69.2 MB]
    6. Animate Your Characters - Mixamo.html  [2.1 KB]
    2. M02L02_VoiceRecording_241029_v001.mp4  [151.4 MB]
    4. Directing Voice Actors.mp4  [484.8 MB]
    9. Body Movement with Wan Animate.html  [2.1 KB]
    7. Animate Your Characters - MarionetteXR.html  [2.4 KB]
    11. Creating Your Shots.html  [2.2 KB]
    13. Liquid error - internal.png  [1.9 MB]
    1. Welcome to Module 3.html  [2.0 KB]
    6. M03L02_BlenderMixamo_241019_v001.mp4  [155.8 MB]
    1. Liquid error - internal.png  [1.0 MB]
    13. M03_Outro.mp4  [10.9 MB]
    8. Liquid error - internal.png  [792.4 KB]
    3. M02L03_FacialPerformance_241029_v001.mp4  [40.2 MB]
    9. Liquid error - internal.png  [1.4 MB]
    11. M03L03.5_CreatingShots_241206_v001.mp4  [142.6 MB]
    7. M03L03_MoCap_241206_v001.mp4  [125.7 MB]
    8. M03L04_VoiceChanging_241029_v001.mp4  [27.9 MB]
    11. Liquid error - internal.png  [1.4 MB]
    7. Liquid error - internal.png  [1.5 MB]
    6. Liquid error - internal.png  [1.4 MB]
    13. Module 3 Assignment.html  [1.7 KB]
    4. Liquid error - internal.png  [1.4 MB]
    2. Liquid error - internal.png  [1.2 MB]
    1. M03_Intro.mp4  [18.4 MB]
    8. Transform Your Voice with AI.html  [1.1 KB]
    10. Animate Your Characters Faces - LivePortrait.html  [3.1 KB]
    10. Liquid error - internal.png  [1.6 MB]
    2. Basics of Voice Recording.html  [1.6 KB]
    3. Recording Your Voice and Face for AI.html  [1.7 KB]
    12. Liquid error - internal.png  [1.5 MB]
    5. Image to Video and Inpainting.html  [1.4 KB]
    12. Want More in This Module Share Your Ideas & Win.html  [735.0 B]
    9. WAN Animate Body Movement.mp4  [131.6 MB]
    10. M03L05_Liveportrait_241029_v001.mp4  [57.2 MB]
    3. Liquid error - internal.png  [1.0 MB]
    5. Liquid error - internal.png  [1.6 MB]
📁 2. Module 1 - AI Storytelling & Fundamentals
    2. Module 1 - AI Storytelling & Fundamentals文档.png  [493.5 KB]
    9. Generate Your Images.html  [1.3 KB]
    2. M01L01.1_HerosJourney_241018_v003.mp4  [118.1 MB]
    8. M01L05_WhatIsAIImageGeneration_241111_v001.mp4  [103.7 MB]
    12. Basics of Editing with Premiere.html  [468.0 B]
    7. M01L04_AIScreenplay_241029_v001.mp4  [78.2 MB]
    10. Image Generation with ChatGPT and More.html  [929.0 B]
    11. Animate Your Images.html  [1.4 KB]
    1. Welcome to Module 1.html  [996.0 B]
    3. M01L01.2_Vonnegut_2401018_v003.mp4  [36.6 MB]
    8. Liquid error - internal.png  [1.6 MB]
    4. Story Structure - Save the Cat.html  [1.8 KB]
    9. Liquid error - internal.png  [1.6 MB]
    8. What is AI Image Generation, Really.html  [1.6 KB]
    4. M01L01.3_SaveTheCat_2401018_v003.mp4  [152.2 MB]
    1. Liquid error - internal.png  [1.4 MB]
    11. Getting started with animation_1.mp4  [121.5 MB]
    7. Using AI to Assist with Screenwriting.html  [2.8 KB]
    13. Liquid error - internal.png  [109.1 KB]
    4. Liquid error - internal.png  [1.6 MB]
    13. Interview - Tobias M. Huber, award-winning AI filmmaker.html  [2.7 KB]
    16. Module 1 Assignment.html  [1.2 KB]
    3. Story Structure - Kurt Vonneguts Shapes of Stories.html  [1.0 KB]
    12. Editing Basics in Premiere.mp4  [68.7 MB]
    5. M01L01.4_StoryCircle_2401018_v003.mp4  [77.7 MB]
    15. Want More in This Module Share Your Ideas & Win.html  [735.0 B]
    16. M01_Outro.mp4  [34.7 MB]
    3. Liquid error - internal.png  [1.6 MB]
    11. Liquid error - internal.png  [1.4 MB]
    9. Getting Started with Image Generation_1.mp4  [123.4 MB]
    13. Tobias Huber Interview V1.mp4  [558.0 MB]
    2. Story Structure - Intro & The Heros Journey.html  [1.1 KB]
    2. Liquid error - internal.png  [1.6 MB]
    1. M01_Intro.mp4  [45.8 MB]
    6. Liquid error - internal.png  [621.6 KB]
    14. Liquid error - internal.png  [1.5 MB]
    10. Image Generation with ChatGPT and More.mp4  [113.0 MB]
    5. Liquid error - internal.png  [1.5 MB]
    7. Liquid error - internal.png  [1.9 MB]
    10. Liquid error - internal.png  [1.3 MB]
    6. Write a Screenplay.html  [1.8 KB]
    5. Story Structure - Story Circle.html  [1.5 KB]
    15. Liquid error - internal.png  [1.5 MB]
    12. Liquid error - internal.png  [1.5 MB]
    16. Liquid error - internal.png  [1.5 MB]
    6. M01L03_Screenplay_241018_v002.mp4  [96.9 MB]
📁 1. Start Here
    1. Start Here说明.png  [493.5 KB]
    9. Meetup Organizer Guide.pdf  [1.7 MB]
    1. Welcome.html  [2.0 KB]
    3. Join the Discord.html  [1.4 KB]
    5. Liquid error - internal.png  [1.6 MB]
    3. Liquid error - internal.png  [1.3 MB]
    7. Animation Principles.html  [760.0 B]
    10. Liquid error - internal.png  [1.6 MB]
    5. Curious Refuge Resources.html  [1.8 KB]
    2. Liquid error - internal.png  [1.6 MB]
    6. Liquid error - internal.png  [1.4 MB]
    4. Liquid error - internal.png  [1.7 MB]
    8. Liquid error - internal.png  [1.1 MB]
    9. Liquid error - internal.png  [1.2 MB]
    4. Pre-Prep Recommendations.html  [4.6 KB]
    9. Connect with Others (World Map & Events).html  [1.8 KB]
    7. Liquid error - internal.png  [1.4 MB]
    10. Earn a Certification.html  [1.0 KB]
    8. Feedback & Support.html  [1.1 KB]
    2. Your Voice, Your Course.html  [893.0 B]
    6. Resource Recommendations.html  [2.2 KB]
    1. Liquid error - internal.png  [8.1 MB]

适合人群

  • 动画制作爱好者
  • 动画制作初学者
  • 动画制作进阶者

学习收获

掌握AI动画制作基础
学习3D模型生成与纹理优化
提升动画制作技能

祝您学习愉快！

学有所成，前程似锦！