RosePixels- The Dutch Rose Petals Classification Dataset
收藏资源简介:
The RosePixels dataset is a detailed collection of high-quality images featuring Dutch rose petals, gathered straight from the Talegaon-Maval region—a place famous for growing these beautiful flowers. Unlike other datasets that tend to focus on just a few aspects, this one offers a broader view, capturing a wide range of petal colors and their health conditions. The dataset comprises images of petals in shades like red, yellow, pink, purple, white, orange, plus stunning bi-color and multi-color varieties. On top of that, it sorts them by health—whether they’re fresh, dry, or diseased. In total, RosePixels includes 1,906 images. Breaking it down by color, there are 298 red, 210 yellow, 218 white, 166 pink, 220 purple, 148 orange, 185 bi-color, and 135 multi-color petals. As for health, 913 are fresh, 667 are dry, and 326 are diseased. All these images were captured in a controlled setting, and each one has been pre-processed with a unique ID—like "FRESH_RED_001," where "FRESH" shows the petal’s condition, "RED" is the color, and "001" is a three-digit code to keep everything organized. This dataset is perfect for training machine learning models, especially for quality checks or projects tied to agriculture, perfumes, edible products, flavors, or even cosmetics. It’s a treasure trove for anyone looking to explore the world of Dutch roses!
RosePixels数据集是一套高质量的荷兰玫瑰花瓣图像集,采集自以种植这类优质花卉闻名的塔莱冈-马瓦尔(Talegaon-Maval)地区。与多数仅聚焦少数维度的同类数据集不同,本数据集覆盖维度更广,可捕捉多种花瓣颜色及其健康状态。数据集涵盖红色、黄色、粉色、紫色、白色、橙色等多种单色花瓣图像,以及极具特色的双色与多色花瓣样本。此外,数据集还按照花瓣健康状态进行分类,分为新鲜、干枯与染病三类。 数据集总计包含1906张图像。按颜色分类的话,红色花瓣298张、黄色210张、白色218张、粉色166张、紫色220张、橙色148张、双色花瓣185张,多色花瓣135张。按健康状态划分,则新鲜花瓣913张、干枯花瓣667张、染病花瓣326张。所有图像均在受控环境下采集,且每张图像均已完成预处理并分配唯一标识符,例如"FRESH_RED_001":其中"FRESH"代表花瓣健康状态,"RED"代表花瓣颜色,"001"为三位编码以实现有序管理。 本数据集非常适用于机器学习模型训练,尤其适用于农产品质量检测、香水、食用产品、调味剂乃至化妆品相关的研发项目。对于致力于探索荷兰玫瑰领域的研究者而言,本数据集堪称宝贵的资源宝库。




