圆口铜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。Status of Internal and External Data Collection: This dataset is mainly collected independently by various departments within the enterprise. The monitoring department collects fish species data and environmental data such as temperature via camera equipment. The manual annotation department collects image and video data of fish species through manual annotation and machine vision systems, and uses algorithms for feature extraction and analysis to generate relevant feature data. Currently, all these data originate from various internal departments and technical platforms of the enterprise, primarily 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

该数据集包含100条圆口铜鱼的鱼种特征数据，更新频次为每周。数据通过高清摄像设备采集，并利用深度学习技术进行鱼类检测和种类识别，为生态监测提供支持。