Fish-Pak: Fish Species Dataset from Pakistan for Visual Features Based Classification

(1) Fish-Pak: A data set of images of 6 different fish species i.e Catla (Thala), Hypophthalmichthys molitrix (Silver carp), Labeo rohita (Rohu), Cirrhinus mrigala (Mori), Cyprinus carpio (Common carp) and Ctenopharyngodon idella (Grass carp). (2) Fish-Pak contains 915 high-resolution images captured by Canon EOS 1300D from 3 different places Head Qadirabad, Head Marala and the river of Chenab, Gujrat, Punjab, Pakistan. (3) Fish-Pak data set can be used for the image classification based on their visual features. (4) The data set is referred for the multiclass problem as it holds three visual features i.e Scale (color), Body and head.(1) Fish-Pak数据集：该数据集包含6种不同鱼类的图像样本，涵盖物种分别为卡巴拉鱼（Catla，当地俗称Thala）、鲢鱼（学名：Hypophthalmichthys molitrix，英文名：Silver carp）、露斯塔野鲮（学名：Labeo rohita，英文名：Rohu）、孟加拉鲮（学名：Cirrhinus mrigala，当地俗称Mori）、普通鲤（学名：Cyprinus carpio，英文名：Common carp）以及草鱼（学名：Ctenopharyngodon idella，英文名：Grass carp）。(2) Fish-Pak数据集共计915张高分辨率图像，均通过佳能EOS 1300D（Canon EOS 1300D）拍摄完成，采集地点为巴基斯坦旁遮普省古吉拉特地区的三处点位：卡迪拉巴德枢纽（Head Qadirabad）、马拉拉枢纽（Head Marala）以及杰纳布河（Chenab）河段。(3) Fish-Pak数据集可用于基于视觉特征的鱼类图像分类任务。(4) 该数据集适配多分类任务，其分类依据涵盖三类视觉特征：鳞片（色彩）、躯干与头部。