机器学习（深度学习）：公开的船舶图像数据集
公开的船舶图像数据集，主要用于深度学习中的船舶分类任务。以下是该数据集的详细介绍：图像数量：数据集包含8932张船舶图像，其中6252张用于训练，2680张用于测试。船舶类别：数据集涵盖了五类船舶，分别是货船（Cargo）、军舰（Military）、航空母舰（Carrier）、游轮（Cruise）和油轮（Tankers）图像特点：图像拍摄于不同的方向、天气条件、拍摄距离和角度，涵盖了国际和近海港口[^3^]。图像格式包括RGB彩色图像和灰度图像，且图像像素大小不一。数据集通常被划分为训练集和测试集，比例为70:30。这种划分方式有助于模型在训练阶段学习到足够的特征，并在测试阶段评估模型的性能，该数据集主要用于船舶分类任务，通过深度学习模型对不同类型的船舶进行识别和分类。例如，有研究使用该数据集训练卷积神经网络（CNN）模型，以提高船舶分类的准确率。多样性：图像的多样性和复杂性使得该数据集能够有效模拟真实世界中的船舶识别场景。实用性：该数据集为研究人员提供了一个标准化的测试平台，用于开发和验证新的船舶分类算法。研究基础：该数据集已被用于多种深度学习模型的训练和评估，为船舶识别领域的研究提供了基础。是一个适合用于船舶分类研究的数据集，其多样性和丰富性使其成为深度学习领域中一个有价值的资源。
文件下载
资源详情
[{"title":"（ 2000 个子文件 80.9MB ） 机器学习（深度学习）：公开的船舶图像数据集","children":[{"title":"train.csv <span style='color:#111;'> 85.24KB </span>","children":null,"spread":false},{"title":"1788614.jpg <span style='color:#111;'> 23.66KB </span>","children":null,"spread":false},{"title":"2821108.jpg <span style='color:#111;'> 22.98KB </span>","children":null,"spread":false},{"title":"2821006.jpg <span style='color:#111;'> 22.55KB </span>","children":null,"spread":false},{"title":"2501335.jpg <span style='color:#111;'> 22.27KB </span>","children":null,"spread":false},{"title":"2892439.jpg <span style='color:#111;'> 21.44KB </span>","children":null,"spread":false},{"title":"1885516.jpg <span style='color:#111;'> 21.33KB </span>","children":null,"spread":false},{"title":"2853993.jpg <span style='color:#111;'> 20.88KB </span>","children":null,"spread":false},{"title":"2866076.jpg <span style='color:#111;'> 20.47KB </span>","children":null,"spread":false},{"title":"1835742.jpg <span style='color:#111;'> 20.17KB </span>","children":null,"spread":false},{"title":"2746955.jpg <span style='color:#111;'> 20.13KB </span>","children":null,"spread":false},{"title":"2808679.jpg <span style='color:#111;'> 20.10KB </span>","children":null,"spread":false},{"title":"2460578.jpg <span style='color:#111;'> 20.00KB </span>","children":null,"spread":false},{"title":"1882755.jpg <span style='color:#111;'> 19.53KB </span>","children":null,"spread":false},{"title":"2472667.jpg <span style='color:#111;'> 19.42KB </span>","children":null,"spread":false},{"title":"2878273.jpg <span style='color:#111;'> 19.33KB </span>","children":null,"spread":false},{"title":"2853887.jpg <span style='color:#111;'> 19.29KB </span>","children":null,"spread":false},{"title":"2843622.jpg <span style='color:#111;'> 19.10KB </span>","children":null,"spread":false},{"title":"2842248.jpg <span style='color:#111;'> 19.01KB </span>","children":null,"spread":false},{"title":"2890389.jpg <span style='color:#111;'> 18.85KB </span>","children":null,"spread":false},{"title":"2784299.jpg <span style='color:#111;'> 18.82KB </span>","children":null,"spread":false},{"title":"2810846.jpg <span style='color:#111;'> 18.65KB </span>","children":null,"spread":false},{"title":"2870102.jpg <span style='color:#111;'> 18.42KB </span>","children":null,"spread":false},{"title":"2894538.jpg <span style='color:#111;'> 18.36KB </span>","children":null,"spread":false},{"title":"2502524.jpg <span style='color:#111;'> 18.14KB </span>","children":null,"spread":false},{"title":"2808678.jpg <span style='color:#111;'> 18.11KB </span>","children":null,"spread":false},{"title":"2839615.jpg <span style='color:#111;'> 18.06KB </span>","children":null,"spread":false},{"title":"2869061.jpg <span style='color:#111;'> 17.93KB </span>","children":null,"spread":false},{"title":"2195015.jpg <span style='color:#111;'> 17.92KB </span>","children":null,"spread":false},{"title":"2821048.jpg <span style='color:#111;'> 17.90KB </span>","children":null,"spread":false},{"title":"2876199.jpg <span style='color:#111;'> 17.63KB </span>","children":null,"spread":false},{"title":"2851960.jpg <span style='color:#111;'> 17.36KB </span>","children":null,"spread":false},{"title":"2827289.jpg <span style='color:#111;'> 17.30KB </span>","children":null,"spread":false},{"title":"2847820.jpg <span style='color:#111;'> 17.01KB </span>","children":null,"spread":false},{"title":"2160815.jpg <span style='color:#111;'> 16.96KB </span>","children":null,"spread":false},{"title":"2784166.jpg <span style='color:#111;'> 16.95KB </span>","children":null,"spread":false},{"title":"2860136.jpg <span style='color:#111;'> 16.95KB </span>","children":null,"spread":false},{"title":"1641487.jpg <span style='color:#111;'> 16.67KB </span>","children":null,"spread":false},{"title":"2831310.jpg <span style='color:#111;'> 16.66KB </span>","children":null,"spread":false},{"title":"2843607.jpg <span style='color:#111;'> 16.60KB </span>","children":null,"spread":false},{"title":"2885075.jpg <span style='color:#111;'> 16.57KB </span>","children":null,"spread":false},{"title":"2780211.jpg <span style='color:#111;'> 16.54KB </span>","children":null,"spread":false},{"title":"2831318.jpg <span style='color:#111;'> 16.49KB </span>","children":null,"spread":false},{"title":"2827188.jpg <span style='color:#111;'> 16.35KB </span>","children":null,"spread":false},{"title":"2821082.jpg <span style='color:#111;'> 16.26KB </span>","children":null,"spread":false},{"title":"2837583.jpg <span style='color:#111;'> 16.22KB </span>","children":null,"spread":false},{"title":"2158882.jpg <span style='color:#111;'> 16.06KB </span>","children":null,"spread":false},{"title":"1641463.jpg <span style='color:#111;'> 16.01KB </span>","children":null,"spread":false},{"title":"1903711.jpg <span style='color:#111;'> 15.99KB </span>","children":null,"spread":false},{"title":"2599513.jpg <span style='color:#111;'> 15.97KB </span>","children":null,"spread":false},{"title":"2856044.jpg <span style='color:#111;'> 15.95KB </span>","children":null,"spread":false},{"title":"1795038.jpg <span style='color:#111;'> 15.89KB </span>","children":null,"spread":false},{"title":"2788348.jpg <span style='color:#111;'> 15.83KB </span>","children":null,"spread":false},{"title":"2799304.jpg <span style='color:#111;'> 15.80KB </span>","children":null,"spread":false},{"title":"2835512.jpg <span style='color:#111;'> 15.79KB </span>","children":null,"spread":false},{"title":"767678.jpg <span style='color:#111;'> 15.68KB </span>","children":null,"spread":false},{"title":"2904729.jpg <span style='color:#111;'> 15.67KB </span>","children":null,"spread":false},{"title":"2821040.jpg <span style='color:#111;'> 15.65KB </span>","children":null,"spread":false},{"title":"2802508.jpg <span style='color:#111;'> 15.47KB </span>","children":null,"spread":false},{"title":"2808707.jpg <span style='color:#111;'> 15.41KB </span>","children":null,"spread":false},{"title":"2864136.jpg <span style='color:#111;'> 15.35KB </span>","children":null,"spread":false},{"title":"1314965.jpg <span style='color:#111;'> 15.34KB </span>","children":null,"spread":false},{"title":"2904458.jpg <span style='color:#111;'> 15.32KB </span>","children":null,"spread":false},{"title":"2885078.jpg <span style='color:#111;'> 15.30KB </span>","children":null,"spread":false},{"title":"2825283.jpg <span style='color:#111;'> 15.30KB </span>","children":null,"spread":false},{"title":"2800488.jpg <span style='color:#111;'> 15.28KB </span>","children":null,"spread":false},{"title":"2819583.jpg <span style='color:#111;'> 15.27KB </span>","children":null,"spread":false},{"title":"1408329.jpg <span style='color:#111;'> 15.27KB </span>","children":null,"spread":false},{"title":"2831449.jpg <span style='color:#111;'> 15.25KB </span>","children":null,"spread":false},{"title":"2829351.jpg <span style='color:#111;'> 15.21KB </span>","children":null,"spread":false},{"title":"2876196.jpg <span style='color:#111;'> 15.18KB </span>","children":null,"spread":false},{"title":"2147837.jpg <span style='color:#111;'> 15.13KB </span>","children":null,"spread":false},{"title":"1811153.jpg <span style='color:#111;'> 15.07KB </span>","children":null,"spread":false},{"title":"2899683.jpg <span style='color:#111;'> 14.97KB </span>","children":null,"spread":false},{"title":"2788298.jpg <span style='color:#111;'> 14.96KB </span>","children":null,"spread":false},{"title":"2860059.jpg <span style='color:#111;'> 14.92KB </span>","children":null,"spread":false},{"title":"2843683.jpg <span style='color:#111;'> 14.91KB </span>","children":null,"spread":false},{"title":"2906366.jpg <span style='color:#111;'> 14.88KB </span>","children":null,"spread":false},{"title":"2819073.jpg <span style='color:#111;'> 14.86KB </span>","children":null,"spread":false},{"title":"2346764.jpg <span style='color:#111;'> 14.86KB </span>","children":null,"spread":false},{"title":"2843666.jpg <span style='color:#111;'> 14.81KB </span>","children":null,"spread":false},{"title":"2892558.jpg <span style='color:#111;'> 14.78KB </span>","children":null,"spread":false},{"title":"2890519.jpg <span style='color:#111;'> 14.73KB </span>","children":null,"spread":false},{"title":"2804727.jpg <span style='color:#111;'> 14.73KB </span>","children":null,"spread":false},{"title":"2831454.jpg <span style='color:#111;'> 14.71KB </span>","children":null,"spread":false},{"title":"2903464.jpg <span style='color:#111;'> 14.68KB </span>","children":null,"spread":false},{"title":"2906367.jpg <span style='color:#111;'> 14.63KB </span>","children":null,"spread":false},{"title":"2792318.jpg <span style='color:#111;'> 14.63KB </span>","children":null,"spread":false},{"title":"2870101.jpg <span style='color:#111;'> 14.58KB </span>","children":null,"spread":false},{"title":"2904657.jpg <span style='color:#111;'> 14.58KB </span>","children":null,"spread":false},{"title":"2800530.jpg <span style='color:#111;'> 14.57KB </span>","children":null,"spread":false},{"title":"2792329.jpg <span style='color:#111;'> 14.46KB </span>","children":null,"spread":false},{"title":"1662769.jpg <span style='color:#111;'> 14.45KB </span>","children":null,"spread":false},{"title":"2848527.jpg <span style='color:#111;'> 14.44KB </span>","children":null,"spread":false},{"title":"2878298.jpg <span style='color:#111;'> 14.40KB </span>","children":null,"spread":false},{"title":"2364723.jpg <span style='color:#111;'> 14.34KB </span>","children":null,"spread":false},{"title":"2814144.jpg <span style='color:#111;'> 14.34KB </span>","children":null,"spread":false},{"title":"2853910.jpg <span style='color:#111;'> 14.33KB </span>","children":null,"spread":false},{"title":"2876380.jpg <span style='color:#111;'> 14.26KB </span>","children":null,"spread":false},{"title":"2792362.jpg <span style='color:#111;'> 14.26KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]
评论信息
其他资源
- IDGraph Control V1.0.1.2.rar
- 北京林业大学抬头纸，推荐信抬头纸
- java版RPG游戏源代码
- dsPIC30编程实例
- 基于51单片机的智能交通灯课程设计.doc
- DaVinci-Resolve-15-Definitive-Guide-CN《DaVinci Resolve 15之Fusion视觉特效》（官方教程）
- STM32_MQTT_TCP.rar
- ADRC控制算法论文全集
- mat格式转换到libsvm数据格式
- AR导航路线指引路标功能
- eoscr-components：用于EOSIO项目的React组件的集合-源码
- 2020年二级建造师机电工程考试真题及答案
- 基于MFC的ftp客户端
- 磁盘调度（先来先服务，最短寻道时间优先，电梯算法）
- 多功能数字钟的设计与实现
- 基于MFC＋ｖｓ２０１０实现的Opengl绘图
- 3dMAX作业上交 湖南科技学院
- 文件自动上传到FTP
- 房地产销售信息管理系统
- 33 个单片机类毕业设计
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明