Doodle Dataset 涂鸦图像数据集

该数据集包含 100 多万张图像，涵盖 340 个涂鸦类别。它包含从 Quick, Draw! 数据集中提取的按类别组织的涂鸦灰度图像。每张图像代表来自不同类别的手绘草图，经过处理后可用于机器学习任务。 Quick, Draw! 数据集约有 5000 万张图像。

This dataset contains over 1 million images covering 340 doodle categories. It includes categorically organized grayscale doodle images extracted from the Quick, Draw! dataset. Each image represents a hand-drawn sketch from a distinct category, and has been processed to be suitable for machine learning tasks. The Quick, Draw! dataset contains approximately 50 million images.

搜集汇总

背景与挑战

背景概述

Doodle Dataset 涂鸦图像数据集包含100多万张灰度图像，涵盖340个涂鸦类别，每个类别包含3,000张255×255像素的图像。数据集结构清晰，包含按类别组织的子文件夹和CSV文件，适用于机器学习任务，特别是图像分类。