Mechanical Components Dataset

该数据集包含了以STEP格式收集的机械组件，经过筛选和质量检查后，去重并分类为24个主要类别，共包含926个独特的模型。为了确保模型质量，我们还清理了过于简单、复杂或罕见的实例。该数据集的规模为926个模型，其任务是生成机械组件的自由手绘草图。

This dataset contains mechanical components collected in STEP format. After screening, quality inspection, deduplication, and classification into 24 primary categories, it comprises a total of 926 unique models. To ensure the quality of these models, we further cleaned out instances that were overly simple, overly complex, or rare. With a total scale of 926 models, this dataset is intended for the task of generating free-hand sketches of mechanical components.

搜集汇总

背景与挑战

背景概述

该数据集专注于机械部件的自由手绘草图生成，旨在为AI驱动的工程建模提供合适的手绘风格数据。研究提出的MSFormer框架通过两阶段生成过程，结合轮廓草图提取和transformer生成器，有效模拟人类手绘行为，并保留关键建模特征。