Deep Vision fish dataset

We provide a curated set of fish image data and backgrounds, the necessary software tools to generate synthetic images and annotations, and annotated real data sets to test classifier performance. The data set is constructed from images collected using the Deep Vision system during two surveys from 2017 and 2018 that targeted economically important pelagic species. The fish species annotated are blue whiting, Atlantic herring, mesopelagic fishes and Atlantic mackerel.

本数据集包含精心整理的鱼类图像数据与背景素材、用于生成合成图像及标注信息的必要软件工具，以及用于测试分类器性能的带标注真实数据集。数据集的影像素材取自2017年与2018年两次针对具有重要经济价值的中上层鱼类开展的科考作业，采集过程使用了Deep Vision系统。本次标注覆盖的鱼类物种包括蓝鳕、大西洋鲱、中层鱼类以及大西洋鲭。