4个标准垃圾大类265个垃圾小类

147674张带中文标签的生活垃圾图像集，包含可回收垃圾、厨余垃圾、有害垃圾、其他垃圾4个标准垃圾大类，覆盖常见的食品，厨房用品，家具，家电等265个垃圾小类。其中训练集133038张图像，验证集14642张图像，均从海量中文互联网社区语料进行提取，整理出频率较高的常见生活垃圾名称，数据大小为13GB。A dataset comprising 147,674 Chinese-labeled household waste images. It contains four standard categories of household waste: recyclable waste, kitchen waste, hazardous waste, and other waste, covering 265 sub-categories of common household waste including food items, kitchen supplies, furniture, home appliances and other similar products. The dataset is split into a training set of 133,038 images and a validation set of 14,642 images. All image-label pairs are derived from high-frequency common household waste terms extracted and organized from massive Chinese online community corpora. The total size of the dataset is 13 GB.

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于垃圾分类的数据集，包含4个标准和265个生活垃圾类别，总大小为13.56GB，适用于训练相关模型。它采用Apache License 2.0许可证，更新于2025年6月1日，但贡献者未提供详细描述，用户可通过ModelScope SDK或Git命令下载使用。