图像识别训练-气泡识别-YOLO-气泡识别数据集

上传者: Eadny | 上传时间: 2025-03-31 23:58:31 | 文件大小: 408.06MB | 文件类型: ZIP
内容包含1000张气泡图像和对应的YOLO标注txt文件,在机器学习和计算机视觉领域,YOLO(You Only Look Once)是一种流行的实时对象检测系统,它能够在单个前向传播中同时预测对象的边界框和类别概率。当处理包含气泡图像的数据集时,使用YOLO进行标注和训练可以实现对气泡的自动检测和定位。YOLO(You Only Look Once)是一种流行的实时目标检测算法,由美国研究人员约瑟夫·雷德蒙德·斯塔克(Joseph Redmon)在2016年提出。YOLO算法的主要特点是将目标检测任务转化为单个神经网络的回归问题,从而实现了高效的实时目标检测。YOLO算法的主要思想是将输入图像划分为S×S个网格单元,每个网格单元负责预测B个边界框(Bounding Box)以及这些边界框的置信度和类别。具体来说,每个边界框包含5个预测值,分别为边界框的中心坐标(x, y)、边界框的宽度和高度(w, h),以及一个置信度(c),置信度表示边界框内存在目标的可能性以及边界框与真实目标框的重合度(IOU,Intersection Over Union)。 在YOLO中,每个网格单元只负责

文件下载

资源详情

[{"title":"( 2000 个子文件 408.06MB ) 图像识别训练-气泡识别-YOLO-气泡识别数据集","children":[{"title":"Image_900.tif <span style='color:#111;'> 708.20KB </span>","children":null,"spread":false},{"title":"Image_939.tif <span style='color:#111;'> 708.19KB </span>","children":null,"spread":false},{"title":"Image_528.tif <span style='color:#111;'> 708.16KB </span>","children":null,"spread":false},{"title":"Image_725.tif <span style='color:#111;'> 708.15KB </span>","children":null,"spread":false},{"title":"Image_001.tif <span style='color:#111;'> 708.13KB </span>","children":null,"spread":false},{"title":"Image_335.tif <span style='color:#111;'> 708.12KB </span>","children":null,"spread":false},{"title":"Image_748.tif <span style='color:#111;'> 708.12KB </span>","children":null,"spread":false},{"title":"Image_637.tif <span style='color:#111;'> 708.11KB </span>","children":null,"spread":false},{"title":"Image_885.tif <span style='color:#111;'> 708.09KB </span>","children":null,"spread":false},{"title":"Image_274.tif <span style='color:#111;'> 708.08KB </span>","children":null,"spread":false},{"title":"Image_137.tif <span style='color:#111;'> 708.08KB </span>","children":null,"spread":false},{"title":"Image_693.tif <span style='color:#111;'> 708.08KB </span>","children":null,"spread":false},{"title":"Image_361.tif <span style='color:#111;'> 708.08KB </span>","children":null,"spread":false},{"title":"Image_314.tif <span style='color:#111;'> 708.07KB </span>","children":null,"spread":false},{"title":"Image_154.tif <span style='color:#111;'> 708.07KB </span>","children":null,"spread":false},{"title":"Image_230.tif <span style='color:#111;'> 708.07KB </span>","children":null,"spread":false},{"title":"Image_967.tif <span style='color:#111;'> 708.06KB </span>","children":null,"spread":false},{"title":"Image_870.tif <span style='color:#111;'> 708.05KB </span>","children":null,"spread":false},{"title":"Image_852.tif <span style='color:#111;'> 708.05KB </span>","children":null,"spread":false},{"title":"Image_713.tif <span style='color:#111;'> 708.04KB </span>","children":null,"spread":false},{"title":"Image_377.tif <span style='color:#111;'> 708.04KB </span>","children":null,"spread":false},{"title":"Image_486.tif <span style='color:#111;'> 708.04KB </span>","children":null,"spread":false},{"title":"Image_476.tif <span style='color:#111;'> 708.04KB </span>","children":null,"spread":false},{"title":"Image_164.tif <span style='color:#111;'> 708.04KB </span>","children":null,"spread":false},{"title":"Image_277.tif <span style='color:#111;'> 708.03KB </span>","children":null,"spread":false},{"title":"Image_496.tif <span style='color:#111;'> 708.03KB </span>","children":null,"spread":false},{"title":"Image_941.tif <span style='color:#111;'> 708.03KB </span>","children":null,"spread":false},{"title":"Image_275.tif <span style='color:#111;'> 708.02KB </span>","children":null,"spread":false},{"title":"Image_414.tif <span style='color:#111;'> 708.02KB </span>","children":null,"spread":false},{"title":"Image_846.tif <span style='color:#111;'> 708.02KB </span>","children":null,"spread":false},{"title":"Image_819.tif <span style='color:#111;'> 708.01KB </span>","children":null,"spread":false},{"title":"Image_687.tif <span style='color:#111;'> 708.01KB </span>","children":null,"spread":false},{"title":"Image_383.tif <span style='color:#111;'> 708.01KB </span>","children":null,"spread":false},{"title":"Image_534.tif <span style='color:#111;'> 708.01KB </span>","children":null,"spread":false},{"title":"Image_468.tif <span style='color:#111;'> 708.01KB </span>","children":null,"spread":false},{"title":"Image_559.tif <span style='color:#111;'> 708.00KB </span>","children":null,"spread":false},{"title":"Image_434.tif <span style='color:#111;'> 708.00KB </span>","children":null,"spread":false},{"title":"Image_066.tif <span style='color:#111;'> 708.00KB </span>","children":null,"spread":false},{"title":"Image_847.tif <span style='color:#111;'> 708.00KB </span>","children":null,"spread":false},{"title":"Image_724.tif <span style='color:#111;'> 708.00KB </span>","children":null,"spread":false},{"title":"Image_715.tif <span style='color:#111;'> 708.00KB </span>","children":null,"spread":false},{"title":"Image_036.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_509.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_346.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_623.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_611.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_634.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_402.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_996.tif <span style='color:#111;'> 707.99KB </span>","children":null,"spread":false},{"title":"Image_272.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_522.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_060.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_736.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_155.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_355.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_124.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_112.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_282.tif <span style='color:#111;'> 707.98KB </span>","children":null,"spread":false},{"title":"Image_532.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_012.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_601.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_530.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_841.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_676.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_129.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_211.tif <span style='color:#111;'> 707.97KB </span>","children":null,"spread":false},{"title":"Image_297.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_432.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_745.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_666.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_087.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_557.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_428.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_387.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_882.tif <span style='color:#111;'> 707.96KB </span>","children":null,"spread":false},{"title":"Image_505.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_779.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_300.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_100.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_226.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_632.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_955.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_046.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_455.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_868.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_061.tif <span style='color:#111;'> 707.95KB </span>","children":null,"spread":false},{"title":"Image_463.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_911.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_478.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_374.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_739.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_658.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_943.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_978.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_260.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_492.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_089.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_354.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_776.tif <span style='color:#111;'> 707.94KB </span>","children":null,"spread":false},{"title":"Image_761.tif <span style='color:#111;'> 707.94KB </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

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