SketchGraphs

该数据集名为Sketchgraphs，包含了240万个经过筛选的、复杂度适中的真实CAD草图，重点选取了至少包含6个基本图元且序列长度不超过208个标记的草图。为了防止结果出现偏差，该数据集中虽然多样性丰富，但已过滤掉了许多几乎相同的简单草图。此外，该数据集被用于训练生成草图和推断约束的模型。其规模达到了240万个草图，任务涉及CAD草图生成和自动约束。

The dataset is named Sketchgraphs. It contains 2.4 million curated real CAD sketches with moderate complexity, prioritizing those that contain at least 6 basic primitives and have a sequence length no more than 208 tokens. To avoid biased results, despite the rich diversity of the dataset, numerous nearly identical simple sketches have been filtered out. Furthermore, this dataset is utilized to train models for sketch generation and constraint inference. With a total scale of 2.4 million sketches, its tasks cover CAD sketch generation and automatic constraint inference.

搜集汇总

背景与挑战

背景概述

SketchGraphs是一个包含240万个经过筛选的CAD草图的数据集，重点选取复杂度适中且多样性丰富的草图，用于训练生成草图和推断约束的模型。