awesome-design.ai

🎁 💎 🚀 Useful resources for creating Design Artificial Intelligence

Course

2021-course

Papers

Title	Publication	Links
Endless Loops: Detecting and Animating Periodic Patterns in Still Images	SIGGRAPH 2021	paper
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels 通过屏幕截图识别UI语义	CHI 2021	paper
House-GAN++: Generative Adversarial Layout Refinement Networks 建筑平面图生成	CVPR 2021	paper 笔记
Vinci: An Intelligent Graphic Design System for Generating Advertising Posters 用于生成广告海报的智能图形设计系统	CHI 2021	paper
Automatic Comic Generation with Stylistic Multi-page Layouts and Emotion-driven Text Balloon Generation 漫画自动生成系统：将影视生成为风格化多页布局和文字气泡	2021	paper
Predicting Visual Importance Across Graphic Design Types 跨平面设计类型预测视觉重要性	UIST 2020	paper
Symbol Spotting on Digital Architectural Floor Plans Using a Deep Learning-based Framework 使用深度学习在建筑平面图上检测符号	CVPR2020	paper
GRIDS: Interactive Layout Design with Integer Programming 自动布局生成之基于网格的布局	CHI 2020	paper code 笔记
End-to-end Generative Floor-plan and Layout with Attributes and Relation Graph 使用带属性和关系的图数据，生成平面布置图	2020	paper
Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only 根据语言描述自动设计户型	CVPR 2020	paper code
Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders 自动完成用户界面布局设计	2020	paper
RealitySketch:Embedding Responsive Graphics and Visualizations in AR through Dynamic Sketching 在AR中嵌入响应式图形和可视化	UIST 2020	paper 笔记
Artificial Intelligence in the Creative Industries: A Review 综述：人工智能在创意产业的应用	arXiv 2020	paper 笔记
Neural Design Network: Graphic Layout Generation with Constraints 基于约束的布局生成	ECCV 2020	paper 笔记
Attribute-conditioned Layout GAN for Automatic Graphic Design 使用GAN的自动平面设计	IEEE Transactions on Visualization and Computer Graphics 2020	paper
Category, process, and recommendation of design in an interactive evolutionary computation interior design experiment: a data-driven study	Cambridge University Press 2020	paper
Beauty in artistic expressions through the eyes of networks and physics	Journal of the Royal Society Interface 2020	paper
Predicting A Creator's Preferences In, and From, Interactive Generative Art 预测使用者对艺术的偏好	arXiv 2020	paper
Let Me Choose: From Verbal Context to Font Selection 根据语义自动选择字体	ACL 2020	paper
ICONATE: Automatic Compound Icon Generation and Ideation 图标组合与生成	CHI 2020	paper 笔记
ManiGAN: Text-Guided Image Manipulation	CVPR 2020	paper code
Designing with AI for Digital Marketing 数字营销中的人工智能设计	ACM UMAP 2020	paper
Content-aware Generative Modeling of Graphic Design Layouts	SIGGRAPH 2019	paper
May AI: Design Ideation with Cooperative Contextual Bandits	CHI 2019	paper code
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators 利用数据学习布局排版的新方法	ICLR 2019	paper code 笔记
Enabling Hyper-Personalisation: Automated Ad Creative Generation and Ranking for Fashion e-Commerce 广告图生成与排序（个性化推荐）	recsysXfashion’19	paper
GANalyze: Toward Visual Definitions of Cognitive Image Properties	ICCV 2019	paper code
Large Scale GAN Trainning for High Fidelity Natural Image Synthesis	ICLR 2019	paper code
How to Generate a Thousand Master Plans: A Framework for Computational Urban Design 计算型城市设计框架	simAUD 2019	paper
Exemplar based experience transfer 基于范例的海报生成	IUI 2019	paper
Graphic Narrative with Interactive Stylization Design 绘本叙事（漫画）生成	arXiv 2017	paper 笔记
Automatic Generation of Visual-Textual Presentation Layout 图文排版的自动生成算法	TOMM 2017	paper 笔记 介绍
Automatic Content-Aware Color and Tone Stylization 基于图像内容的色彩调整	CVPR 2016	paper code
Automating Layouts Bring Flipboard’s Magazine Style To Web And Windows	TechCrunch 2014	paper
Automatic Design of Colors for Magazine Covers 杂志封面的自动配色	Imaging and Printing in a Web 2.0 World IV 2013	paper
Color design support system considering color harmony 考虑色彩和谐的色彩设计支持系统	IEEE 2002	paper

Books

Img	Name	Authors	Year	Links
	The Nature of Technology: What it is and how it evolves 技术的本质	W. Brian Arthur	2011	amazon
	AI and UX Why Artificial Intelligence Needs User Experience 为什么人工智能需要用户体验设计？	Gavin Lew; Robert M. Schumacher Jr.	2020	amazon 笔记
	Smart Cities and Artificial Intelligence: Convergent Systems for Planning, Design, and Operations 智能城市和人工智能：规划、设计和运营的操作系统	Christopher Grant Kirwan, Zhiyong Fu	2020	amazon 笔记
	Machine learning for Designers 给设计师的机器学习书	Patrick Hebron	2016	-

Tools

Name	About	Links
color-thief	Grab the color palette from an image 从图片提取色彩	github
smartcrop.js	Content aware image cropping 基于内容的图片智能裁切	github
tfjs-models	Pretrained models 预训练模型	github
p5.js	P5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web	github

Sites

• arxiv
• deepai
• paperswithcode
• Algorithm-Driven Design
• Generativeartistry
• The Nature of Code
• The Coding Train
• Timrodenbroker
• ml4a
• Product Hunt – The best new products in tech

Smart Products

Images

• DALL·E Create images from text

• Designs.ai Create logos

• This Person Does Not Exist Generate faces

Voice

• Overdub Clone voices

• Replika An AI companion

• Replica AI voice actors

Video

• Rosebud AI Create virtual characters

• Alethea AI-generated avatars

• Synthesia Create videos without actors

• Reface Create face swap videos

Text

• GPT-3 An advanced language model

• IdeasAI AI-generated startup ideas

• Shortly Complete your thoughts

• Frase.io Create content briefs and answer questions

Other

• Color libraries for Material You 谷歌的智能UI所使用的颜色配色方案

Guide

The Beginners Guide 初学者指南

Support

Reach out to me at one of the following places!

• email at [email protected]
• weixin : litnmnm

License