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3d-aigc-developer-roadmap's Introduction

3D AIGC-developer-roadmap

全面系统的3D AIGC算法工程师学习路线图

本路线图希望能兼顾就业和科研,旨在为想要成为3D AIGC方向的算法工程师(全栈)的同学提供一个全面系统的学习路线图,让大家少走弯路,快速入门、更快的成长。

3D AIGC是一个令人激动的领域,但同样也是一个非常庞大的领域,所需要的技术栈非常多,而且知识点之间也有很多交叉, 所以想要系统的学习这个领域,需要有一个全面系统的学习路线图

只有亲身实践才有资格推荐。本路线图所包含资料宁缺毋滥,均为贡献者阅读、筛选、总结并精简的优质资料,希望能帮助到大家。书籍以中文为主,博客和文章会包含很多高质量的英文资料, 其中资料来源于网络,如有侵权,请联系我删除 ([email protected])。本路线图免费,禁止用于商业用途

欢迎各位大佬多PULL,一起完善这个路线图,让更多的人节省收集优秀资料的时间。本路线图会持续更新中,欢迎大家关注,也欢迎大家提出宝贵的意见和建议。

"WHY did you want to climb Mount Everest?" "Because it's there."

-- George Mallory

大纲

知识可以按照学习顺序(线性代数、python→深度学习入门→计算机视觉入门等等)来分类,也可以按照学科(数学|深度学习|计算机图形学等等)来分类,本项目会按照两种方式分别建立目录,方便大家查找。其中每一部分的资料按照基础资料 (书籍、博客、文章等等)、补充资料(论文、代码等等)、动手做项目(*** from scratch等等)来分类。大家按需学习即可。

学习顺序目录

施工中...

学科目录

TODO List

  • 按照学习顺序来画的思维导图
  • 按照学科来画的思维导图
  • 画技能树
  • 持续更新

鸣谢

  • 感谢所有为这个项目贡献过资料的同学们,你们的贡献让这个项目变得更加完善。
  • 感谢所有免费分享知识的大佬们。

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