mikkoim/aquamonitor-jyu

AquaMonitor JYU是一个包含31个类别的水生无脊椎动物样本的数据集。训练集包含来自1049个个体的40,880张图像，验证集包含来自157个个体的6394张图像。数据集包含多个元数据列，如图像文件名、个体标识、成像运行标识、物种学名、视觉分组、原始标签、标签代码、采集湖泊、采样点、样本组合、96孔板ID、孔位、相机编号、图像区域、周长、形态孔数、最大Feret直径、孔洞区域、图像裁剪位置、图像宽高、成像时间、数据集子集、采样年份、是否为批量成像、是否有DNA序列数据、是否有生物量信息、五折交叉验证的分割、孔列、孔行、样本重量、重量自然对数、ln(x+1)形式的重量、板重量、总重量以及去壳的蛱蝶样本重量。

AquaMonitor JYU is a dataset of aquatic invertebrates from 31 classes. The training set consists of 40,880 images from 1049 individuals, while the validation set consists of 6394 images from 157 individuals. The dataset includes multiple metadata columns such as image filename, individual identifier, imaging run identifier, scientific name of the species, visual group, original label, label code, collection lake, sampling site, sample combination, 96-well plate ID, well position, camera number, image area, perimeter, number of morphological holes, maximum Feret diameter, area of holes, image crop position, image width and height, imaging timestamp, dataset subset, sampling year, whether it is bulk imaging, whether the individual has DNA sequence data, whether the individual has biomass information, five-fold cross-validation split, well column, well row, specimen weight, natural logarithm of weight, weight in the form of ln(x+1), plate weight, total weight, and weight of caddisfly samples without shell.