智能大数据可视化实验室

Intelligent Big Data Visualization Lab (iDV^x)

AI-DESIGNER

Using data-driven approaches to augment human creative capabilities

SUMMARY
APPLICATIONS
UPDATES
VIDEOS
PUBLICATIONS
PARTICIPANTS

SUMMARY

AI-Designer is a novel data-driven tool for graphic design.
It provides a way to:
• Generate high-quality sketch drawings by learn- ing the sequences of strokes.
• Support drawing sketches of characters with emotional expressions based on input strokes from the user.
• Generate an advertising poster based on a user-specified product image and its corresponding text descriptions.
Keywords: Design Support Tools, Data-Driven Design, Machine Learning

APPLICATIONS

FaceX

A 5-Million Sketch dataset

Try it

AI-Sketcher

A Sketch-Drawing Bot

Try it

VINCI

An Intelligent Poster Designer

Try it

UPDATES

Dec 2020
Our paper entitled "Vinci: An Intelligent Graphic Design System for Generating Advertising Posters" was conditionally accepted for publication in CHI2021.
Dec 2019
Our paper entitled "EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding" was conditionally accepted for publication in CHI2020.
Nov 2018
Our paper entitled "AI-Sketcher: A Deep Generative Model for Producing High Quality Sketches" was accpeted by AAAI 2019.

VIDEOS

EmoG:Supporting the Sketching of Emotional Expressions for Storyboarding (Demo)

EmoG:Supporting the Sketching of Emotional Expressions for Storyboarding (Presentation)

PUBLICATIONS

Yang Shi, Nan Cao, Xiaojuan Ma, Siji Chen, Pei Liu
EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding
ACM CHI2020

paper | video | presentation

Nan Cao, Xin Yan, Yang Shi, Chaoran Chen
AI-Sketcher: A Deep Generative Model for Generating High Quality Sketches
AAAI 2019

paper | dataset | poster | slides | demo