Orchids 52 Dataset

The Orchids 52 dataset is the orchid flowers selected from the northern part of Thailand. The dataset contains Thai native orchid flowers, and each class contains at least 20 samples. The orchid dataset, including 52 species and the flower's visual characteristics are varying in terms of shape, color, texture, flower size, and the other parts of the orchid plant like a leaf, inflorescence, roots, and surroundings. All images are taken from many devices such as a digital camera, a mobile phone, and other equipment. The orchids dataset contains 3,559 flower images from 52 categories.<br>Please remember cited the paper correctly: "Orchids Classification Using Spatial Transformer Network with Adaptive Scaling."<br>Cite this paper as:Sarachai W., Bootkrajang J., Chaijaruwanich J., Somhom S. (2019) Orchids Classification Using Spatial Transformer Network with Adaptive Scaling. In: Yin H., Camacho D., Tino P., Tallón-Ballesteros A., Menezes R., Allmendinger R. (eds) Intelligent Data Engineering and Automated Learning – IDEAL 2019. IDEAL 2019. Lecture Notes in Computer Science, vol 11871. Springer, Cham. https://doi.org/10.1007/978-3-030-33607-3_1<br>BibTeX:@InProceedings{w_sarachai,author="Sarachai, Watcharinand Bootkrajang, Jakramateand Chaijaruwanich, Jeerayutand Somhom, Samerkae",editor="Yin, Hujunand Camacho, Davidand Tino, Peterand Tall{\'o}n-Ballesteros, Antonio J.and Menezes, Ronaldoand Allmendinger, Richard",title="Orchids Classification Using Spatial Transformer Network with Adaptive Scaling",booktitle="Intelligent Data Engineering and Automated Learning -- IDEAL 2019",year="2019",publisher="Springer International Publishing",address="Cham",pages="1--10",isbn="978-3-030-33607-3"}

兰花52（Orchids 52）数据集是一批采集自泰国北部的兰花花卉数据集。该数据集收录泰国本土兰花品种，每一类至少包含20个样本。本兰花数据集涵盖52个物种，其花朵的视觉特征在形态、色彩、纹理、花径以及兰科植株的其他组成部分（如叶片、花序、根系与拍摄背景）等维度均存在差异。所有图像均通过数码相机、移动手机及其他影像设备采集拍摄。该兰花数据集共包含来自52个类别的3559张花卉图像。<br>请务必正确引用该论文：《基于自适应缩放空间变换网络（Spatial Transformer Network）的兰花分类》（"Orchids Classification Using Spatial Transformer Network with Adaptive Scaling"）。<br>引用格式如下：Sarachai W.、Bootkrajang J.、Chaijaruwanich J.、Somhom S.（2019）《基于自适应缩放空间变换网络的兰花分类》。收录于：Yin H.、Camacho D.、Tino P.、Tallón-Ballesteros A.、Menezes R.、Allmendinger R. 主编，《智能数据工程与自动化学习——IDEAL 2019》（"Intelligent Data Engineering and Automated Learning – IDEAL 2019"）。IDEAL 2019. 《计算机科学讲座文集（Lecture Notes in Computer Science）》，第11871卷。施普林格（Springer），尚姆（Cham）。https://doi.org/10.1007/978-3-030-33607-3_1<br>BibTeX:@InProceedings{w_sarachai,author="Sarachai, Watcharinand Bootkrajang, Jakramateand Chaijaruwanich, Jeerayutand Somhom, Samerkae",editor="Yin, Hujunand Camacho, Davidand Tino, Peterand Tallón-Ballesteros, Antonio J.and Menezes, Ronaldoand Allmendinger, Richard",title="Orchids Classification Using Spatial Transformer Network with Adaptive Scaling",booktitle="Intelligent Data Engineering and Automated Learning -- IDEAL 2019",year="2019",publisher="Springer International Publishing",address="Cham",pages="1--10",isbn="978-3-030-33607-3"}

搜集汇总

背景与挑战

背景概述

Orchids 52 Dataset是一个包含泰国北部52种兰花的数据集，共有3,559张图像，每个类别至少有20个样本。数据集涵盖了兰花的多种视觉特征，如图像形状、颜色和纹理等，图像采集设备包括数码相机和手机等。