昆虫图鉴数据集

本“昆虫图鉴数据集”是一个高质量、经标准化处理的专业图像数据集，内含全面涵盖昆虫纲多个目、科、属、种的已脱敏JPG图片，每张图片均配有经昆虫学专家审定的中文名称及拉丁学名双重权威标签；该数据集严格遵循数据合规与隐私保护原则，移除了所有背景及元数据信息，专注于昆虫本体形态特征，旨在为计算机视觉领域的图像分类、目标检测、细粒度识别等模型训练与评估，以及生物多样性研究、数字标本馆建设、智能识别系统开发等多学科交叉应用，提供坚实、可靠且可直接使用的基准数据资源。

This 'Insect Atlas Dataset' is a high-quality, standardized professional image dataset containing de-identified JPG images that comprehensively cover multiple orders, families, genera and species of Insecta. Each image is paired with dual authoritative labels: the Chinese common name and the Latin scientific name, which have been verified by entomological experts. This dataset strictly adheres to data compliance and privacy protection principles, with all background and metadata removed, focusing solely on the morphological features of the insects themselves. It aims to provide a solid, reliable and readily usable benchmark data resource for model training and evaluation tasks in computer vision such as image classification, object detection and fine-grained recognition, as well as for interdisciplinary applications including biodiversity research, digital herbarium construction and intelligent recognition system development.

搜集汇总

背景与挑战

背景概述

该数据集是一个高质量、标准化的昆虫图像集合，覆盖多个分类层级，每张图像均配有经专家验证的中文俗名和拉丁学名。它专注于昆虫形态特征，适用于计算机视觉模型训练和生物多样性研究等跨学科应用。