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awesome-design.ai

Awesome

🎁 💎 🚀 Useful resources for creating Design Artificial Intelligence

awesome-design.ai - Useful resources for creating Design Artificial Intelligence | Product Hunt

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

Smart Products

Images

Voice

Video

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

Guide

The Beginners Guide 初学者指南

Support

Reach out to me at one of the following places!

shadowcz007's github stats

License

License

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Packages

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