Cactus dataset

The global climate is currently experiencing rapid changes that have significant impacts on various regions. Consequently, there is a growing inclination towards cultivating non-traditional crops, such as the prickly pear. People are now exploring the diverse health and aesthetic benefits of the prickly pear, beyond its conventional applications in livestock feed and farmland protection. Given this mounting interest, it is imperative to develop enhanced methods for the early detection and treatment of cactus diseases. In light of the limited availability of cactus databases, we have undertaken the task of compiling a comprehensive collection of images portraying both healthy cacti and those infected with the cochineal insect. The intended purpose of this collection is to facilitate advancements in the fields of deep learning and computer vision.当前全球气候正经历快速变化，对各区域均造成显著影响。在此背景下，人们种植非传统作物的意愿日益高涨，例如梨果仙人掌（prickly pear）。相较于其传统上用于牲畜饲料与农田防护的用途，如今人们正挖掘梨果仙人掌多样的健康与美学价值。鉴于此类关注度与日俱增，开发更先进的仙人掌病害早期检测与防治方法已迫在眉睫。鉴于现有仙人掌数据库资源匮乏，我们着手构建了一套涵盖健康仙人掌与感染胭脂蚧（cochineal insect）个体的综合图像数据集。本数据集旨在推动深度学习（deep learning）与计算机视觉（computer vision）领域的技术进步。

搜集汇总

背景与挑战

背景概述

该数据集是一个仙人掌图像集合，包含健康仙人掌和受胭脂虫感染的仙人掌图像，旨在支持深度学习和计算机视觉领域的研究，以帮助早期检测和治疗仙人掌疾病。数据集反映了对非传统作物兴趣增加的背景，并弥补了现有数据库的不足。