石斑鱼（东星、老鼠）高精度标注数据集

石斑鱼（东星、老鼠）高精度标注数据集为面向计算机视觉目标检测任务构建的专项数据集，数据内容主要来自路基养鱼场景下的水下视频抽帧图片，适用于对东星斑、老鼠斑及东星斑幼体目标进行识别与定位的相关算法开发。数据集采用真实环境采集方式获取原始样本，并经过筛选、去重与人工精准标注处理，具备较好的训练适配性和工程应用基础。The high-precision annotated grouper dataset (covering Dongxing groupers and Mouse groupers) is a specialized dataset tailored for computer vision object detection tasks. It primarily consists of frames extracted from underwater videos captured in road-side aquaculture pond scenarios, and is applicable to the development of algorithms for recognizing and localizing Dongxing groupers, Mouse groupers and their larvae. The original samples of the dataset were collected in real-world environments, then underwent screening, deduplication and manual precise annotation, which endows the dataset with good training adaptability and a solid engineering application foundation.

搜集汇总

背景与挑战

背景概述

该数据集是针对石斑鱼（东星斑、老鼠斑及东星斑幼体）目标检测任务构建的专项数据集，数据来源于路基养鱼场景下的水下视频抽帧图片。经过真实环境采集、筛选、去重与人工精准标注处理，适用于计算机视觉算法的开发与训练。