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XuetangX

AIGC Design(AIGC设计)

via XuetangX

Overview

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This course systematically presents the full spectrum of AIGC applications in design, ranging from foundational to advanced content.

Part One elaborates on the core principles and technical framework of AIGC, and analyzes its practical value in scenarios such as e-commerce visuals, game assets and product prototyping. Learners will master how to leverage AI tools to streamline creative workflows and drastically boost productivity without compromising output quality.

Part Two dives deep into integrating AIGC into professional design pipelines. It delivers methodologies and practical cases covering rapid iteration of e-commerce pages, batch generation of game scenes, and systematic construction of brand visuals. Special focus is placed on customizing AI-assisted solutions tailored to project features to strike an optimal balance between creativity and efficiency.

Part Three centers on dynamic content creation, detailing how to combine AIGC tools with video effects software to produce high-quality short videos and advertisements. From creative conception and animation generation to special effects processing and consistent style unification, this section broadens students’ horizons in dynamic design.

Lastly, the course covers advanced techniques including LoRA training and style transfer, enabling students to move beyond basic tool operation and take full control of AI-driven creation.

Upon completing this course, students will not only master practical in-demand skills, but also cultivate forward-thinking design mindsets and innovative capabilities.

本课程从基础到进阶,系统地介绍了AIGC在设计领域的应用全景。

第一部分讲解AIGC的核心原理与技术架构,解析其在电商视觉、游戏资产、产品原型等场景中的实际应用价值。学习者将学习如何利用AI工具优化创作流程,在保证质量的同时显著提升生产效率。

第二部分深入探讨了AIGC与专业设计流程的融合之道。无论是电商页面的快速迭代、游戏场景的批量生成,还是品牌视觉的系统构建,书中都提供了方法论与实践案例,特别关注如何根据项目特性定制AI辅助方案,实现创意与效率的最佳平衡。

第三部分聚焦动态内容创作,详细讲解如何结合AIGC工具与影视特效软件,打造高质量的短视频与广告内容。从创意构思到动画生成,从特效处理到风格统一,这一部分将为学生打开动态设计的新视野。

最后,本课程还探讨了LoRA训练、风格迁移等高级技术应用,帮助学生突破工具使用者的局限,真正掌握AI创意的主动权。

通过对本书的学习,学生不仅能获得当下的实用技能,更能培养面向未来的设计思维与创新能力。






Syllabus

  • Project 1: Industry Applications of AIGC(项目一:AIGC 在行业的应用)
    • Task 1: Overview of AIGC(任务一:AIGC 概述)
    • Task 2: Standardized Construction of AIGC Design Workflow(任务二:AIGC 设计工作流标准化建设)
    • Task 3: AIGC-assisted Project Design and Implementation(任务三:AIGC 辅助项目设计与执行)
    • Task 4: Curriculum Ideology and Politics – Technology for Good, Responsibility Goes Hand in Hand(任务四:课程思政 - 科技向善,责任同行)
    • Supplementary Materials(辅助资料)
    • After-class Discussion(课后讨论)
    • Project 1 Quiz (项目一测验)
  • Project 2: AI-assisted Copywriting Planning(项目二:AI 辅助文案策划)
    • Task 1: Introduction and Basic Knowledge(任务一:引言与基础知识)
    • Task 2: Copywriting and Editing(任务二:文案写作与编辑)
    • Task 3: Market Research and User Analysis(任务三:市场调研与用户分析)
    • Task 4: Case Analysis and Practice(任务四:案例分析与实践)
    • Task 5: Curriculum Ideology and Politics – Promote Intangible Cultural Heritage with AI Technology(任务五:课程思政 - 运用 AI 技术辅助非遗文化宣传)
    • Supplementary Materials(辅助资料)
    • After-class Discussion(课后讨论)
    • Project 2 Quiz (项目二测验)
  • Project 3: AIGC Software – Stable Diffusion(项目三:AIGC 软件 —Stable Diffusion)
    • Task 1: Introduction and Basic Knowledge(任务一:引言与基础知识)
    • Task 2: Practical Operation(任务二:实践操作)
    • Task 3: Advanced Technology and Parameter Tuning(任务三:高级技术与调优)
    • Task 4: Case Application(任务四:案例应用)
    • Task 5: Curriculum Ideology and Politics – Promote Chinese Culture with AI Technology(任务五:课程思政:运用 AI 技术辅助中国文化宣传)
    • Supplementary Materials(辅助资料)
    • After-class Discussion(课后讨论)
    • Project 3 Quiz (项目三测验)
  • Project 4: Application of ComfyUI(项目四:ComfyUI 应用)
    • Task 1: Introduction and Basic Knowledge(任务一:引言与基础知识)
    • Task 2: Case Application(任务二:案例应用)
    • Task 3: Curriculum Ideology and Politics – Assist the Creation of Chinese Characteristic Folk Architecture and Craftsmanship with AI Technology(任务三:课程思政 - 运用 AI 技术辅助中国特色民俗建筑、特色建筑工艺)
    • Supplementary Materials(辅助资料)
    • After-class Discussion(课后讨论)
    • Project 4 Quiz (项目四测验)
  • Project 5: Application of AI Software in Film and Television Industry(项目五:影视 AI 软件领域应用)
    • Task 1: Introduction and Basic Knowledge(任务一:引言与基础知识)
    • Task 2: Integration of Film & Television AI Tools with Stable Diffusion in AIGC(任务二:AIGC 中影视方向工具与 Stable Diffusion 的整合)
    • Task 3: Add Visual Effects with Video Special Effects Tools of Film & Television AI Software(任务三:利用影视 AI 软件的视频特效工具添加视觉效果)
    • Task 4: Curriculum Ideology and Politics – Promote Chinese Folk Culture with AI Video Technology(任务四:课程思政 - 利用 AI 视频技术宣传中国民俗文化)
    • Supplementary Materials(辅助资料)
    • After-class Discussion(课后讨论)
    • Project 5 Quiz (项目五测验)
  • Final Exam(期末考试)

    Taught by

    GUANGXI TECHNOLOGICAL COLLEGE OF MACHINERY AND ELECTRICITY

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