四川裂腹鱼鱼种特征分析识别数据集

内部数据数据采集和外部数据采集情况：该数据集主要通过企业内部各部自行采集，监测部门通过相机设备，采集鱼种数据、温度等环境数据。人工标注部门通过人工标注和机器视觉系统，采集鱼种的图像、视频数据，利用算法进行特征提取与分析，形成相关的特征数据。目前，这些数据完全来自企业内部的各个部门和技术平台，主要以现场数据采集、自动化监测系统和人工标注为主，未涉及外部数据采集。Overview of Internal and External Data Collection for This Dataset: This dataset is primarily collected independently by various internal departments of the enterprise. The monitoring department collects fish species data, temperature and other environmental data using camera equipment. The manual annotation department acquires image and video data of fish species through manual annotation and machine vision systems, and conducts feature extraction and analysis via algorithms to generate relevant feature data. Currently, all these data are sourced exclusively from various internal departments and technical platforms of the enterprise, mainly relying on on-site data collection, automated monitoring systems and manual annotation, with no external data collection involved.

搜集汇总

背景与挑战

背景概述

该数据集由武汉中科瑞通信息技术有限公司提供，主要用于四川裂腹鱼的生态保护、鱼种识别和鱼道监测。数据集包含100条数据，每周更新，通过内部采集和人工标注形成，结合深度学习技术进行鱼类特征提取与分析。