中华刀鲇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，监测部门通过水域环境监测设备，采集鱼种栖息水域的水质数据、温度、pH值、溶氧量等环境数据。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。Internal and External Data Collection Status: This dataset is mainly collected independently by various internal departments of the enterprise. The monitoring department collects environmental data such as water quality parameters, temperature, pH value and dissolved oxygen of the fish habitat waters via aquatic environment monitoring equipment. The manual annotation department collects image and video data of fish species through manual annotation and machine vision systems, and conducts feature extraction and analysis using algorithms to generate corresponding feature datasets. Currently, all data in this dataset are sourced solely from internal departments and technical platforms of the enterprise, primarily relying on on-site data collection, automated monitoring systems and manual annotation, with no involvement of external data collection.

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，主要包含中华刀鲇鱼种的图像、视频数据及其栖息环境的水质参数，用于生态保护、鱼种识别和鱼道监测。数据集规模为100条，每周更新，结合深度学习技术实现鱼类自动化识别和生态监测。