BriefGPT.xyz
Apr, 2017
素描绘画的神经表示
A Neural Representation of Sketch Drawings
HTML
PDF
David Ha, Douglas Eck
TL;DR
该研究介绍了 Sketch-RNN，它是一种基于循环神经网络（RNN）的模型，能够构建常见对象的基于笔画的绘图，并描述了生成矢量格式的连贯笔画绘图的鲁棒性训练方法。
Abstract
We present
sketch-rnn
, a
recurrent neural network
(RNN) able to construct stroke-based drawings of common objects. The model is trained on thousands of crude human-drawn images representing hundreds of classes. W
→