vapaau/autofish

AUTOFISH数据集包含1500张在传送带上的高质量鱼类图像，共454种独特的鱼，包含类标签、ID、手动测量的长度和18640个实例分割掩码。鱼类分为25组，每组有14到24条鱼，每条鱼仅在一个组中出现。每个组分为三个子集：Set1、Set2和All。Set1和Set2包含一半的鱼，没有重叠或接触，All子集包含所有鱼，故意放置在高度重叠的位置。每组包含每个子集的20张图像，通过改变鱼的位置和方向引入变化。数据集还包含两个高重叠的无标签组和相机校准图像。

The AUTOFISH dataset comprises 1500 high-quality images of fish on a conveyor belt, featuring 454 unique fish with class labels, IDs, manual length measurements, and a total of 18,160 instance segmentation masks. The fish are divided into 25 groups, with 14 to 24 fish in each group, and each fish appears in only one group. Each group is split into three subsets: Set1, Set2, and All. Set1 and Set2 contain half of the fish each without overlap or contact, while All contains all the fish placed in positions with high overlap. Each group includes 20 images per subset, with variations introduced by changing the position and orientation of the fish. The dataset also includes two high-overlap unlabeled groups and camera calibration images.