Visual design relies on seeing things in different ways, acting on them, and seeing results to act again. Parametric design tools are often not robust to design changes that result from sketching over the visualization of their output. We propose a sketch to 3d workflow as an experiment medium for evaluating neural networks and their latent spaces as a representation that is robust to overlay sketching.
翻译:视觉设计依赖于以不同视角观察事物、对其施加操作,并观察结果以进行再次操作。参数化设计工具通常难以适应基于其输出可视化结果进行草图覆盖的设计变更。我们提出一种将草图转化为三维模型的工作流程,作为评估神经网络及其潜在空间的实验媒介,这种表示方法能够鲁棒地处理叠加草图。