首页 IR2红外光人体检测数据集-YOLO格式

IR2红外光人体检测数据集-YOLO格式

上传者： 49824703 | 上传时间： 2025-07-27 13:01:33 | 文件大小： 548.95MB | 文件类型： ZIP
清洗了的红外数据集，其中包括9045个数据集，数据集的标签格式为YOLO格式，能够直接用于YOLO系列模型的训练。 包括图片 数据标签 及标签可视化的图片， 相关数据集介绍链接： https://blog.csdn.net/weixin_49824703/article/details/147150512?spm=1001.2014.3001.5502 在当今科技快速发展的时代，深度学习模型因其在图像识别、处理和分析方面的卓越能力而广受欢迎。特别是YOLO（You Only Look Once）模型，它以其实时性和准确性而闻名，在目标检测领域尤为突出。本篇文章将深入探讨一个专门为YOLO模型量身定做的红外光人体检测数据集，以及如何利用该数据集进行高效的目标检测训练。 数据集的全名为“IR2红外光人体检测数据集-YOLO格式”，它包含了大量的红外图像，这些图像主要是通过红外摄像设备捕捉得到，具有在低光照条件下依然能清晰显示人体轮廓的特性。数据集的规模为9045个样本，每个样本不仅包含红外图像本身，还包含了对应的YOLO格式标签文件。YOLO格式标签文件是一类标注文件，用于存储图像中目标的位置信息和类别信息，它们以特定的文本格式记录每个目标的中心坐标、宽度、高度以及类别标识。 使用这些数据集进行训练，可以让YOLO模型学会如何从红外图像中准确地识别和定位人体，即便在没有可见光的环境条件下也同样有效。这种技术的应用范围非常广泛，包括但不限于安全监控、夜视识别、搜索与救援等场景。 除了原始图像和YOLO格式标签文件外，该数据集还包括了标签可视化的图片。这些图片对理解YOLO格式标签文件中的信息非常有帮助，因为它们直观地展示了数据标注与实际图像之间的对应关系。通过可视化图片，研究人员和开发人员可以直观地验证标签的准确性和完整性，这对于提高模型训练的质量和效果至关重要。 此外，该数据集还提供了指向更详细数据集介绍的链接。这个链接可能指向一个博客文章或其他教育资源，它将为使用者提供更深入的理解和背景知识，比如数据集的采集过程、标注规则、应用场景等。这样的资源对于那些希望在特定领域内深入应用红外光人体检测技术的研究人员和工程师来说，是十分宝贵的。 IR2红外光人体检测数据集-YOLO格式是一个高质量、大容量的数据集，专门为那些使用YOLO系列模型的用户量身打造。它不仅包含了丰富的原始红外图像和相应的YOLO格式标注，还提供了可视化的标签图片以及详细的使用指南。这使得该数据集成为了研究和开发人员进行红外光人体检测项目时的首选资源。

文件下载

资源详情

[{"title":"（ 2000 个子文件 548.95MB ） IR2红外光人体检测数据集-YOLO格式","children":[{"title":"IR2_20250414_011268.txt <span style='color:#111;'> 1.02KB </span>","children":null,"spread":false},{"title":"IR2_20250414_003837.txt <span style='color:#111;'> 1.01KB </span>","children":null,"spread":false},{"title":"IR2_20250414_011349.txt <span style='color:#111;'> 1010B </span>","children":null,"spread":false},{"title":"IR2_20250414_002732.txt <span style='color:#111;'> 969B </span>","children":null,"spread":false},{"title":"IR2_20250414_010818.txt <span style='color:#111;'> 919B </span>","children":null,"spread":false},{"title":"IR2_20250414_007267.txt <span style='color:#111;'> 890B </span>","children":null,"spread":false},{"title":"IR2_20250414_010860.txt <span style='color:#111;'> 882B </span>","children":null,"spread":false},{"title":"IR2_20250414_007496.txt <span style='color:#111;'> 877B </span>","children":null,"spread":false},{"title":"IR2_20250414_007480.txt <span style='color:#111;'> 870B </span>","children":null,"spread":false},{"title":"IR2_20250414_008783.txt <span style='color:#111;'> 861B </span>","children":null,"spread":false},{"title":"IR2_20250414_008802.txt <span style='color:#111;'> 858B </span>","children":null,"spread":false},{"title":"IR2_20250414_007546.txt <span style='color:#111;'> 851B </span>","children":null,"spread":false},{"title":"IR2_20250414_011267.txt <span style='color:#111;'> 826B </span>","children":null,"spread":false},{"title":"IR2_20250414_010875.txt <span style='color:#111;'> 813B </span>","children":null,"spread":false},{"title":"IR2_20250414_007423.txt <span style='color:#111;'> 799B </span>","children":null,"spread":false},{"title":"IR2_20250414_006978.txt <span style='color:#111;'> 793B </span>","children":null,"spread":false},{"title":"IR2_20250414_005300.txt <span style='color:#111;'> 783B </span>","children":null,"spread":false},{"title":"IR2_20250414_006359.txt <span style='color:#111;'> 782B </span>","children":null,"spread":false},{"title":"IR2_20250414_006181.txt <span style='color:#111;'> 772B </span>","children":null,"spread":false},{"title":"IR2_20250414_007482.txt <span style='color:#111;'> 769B </span>","children":null,"spread":false},{"title":"IR2_20250414_001169.txt <span style='color:#111;'> 763B </span>","children":null,"spread":false},{"title":"IR2_20250414_007553.txt <span style='color:#111;'> 761B </span>","children":null,"spread":false},{"title":"IR2_20250414_005906.txt <span style='color:#111;'> 756B </span>","children":null,"spread":false},{"title":"IR2_20250414_000702.txt <span style='color:#111;'> 749B </span>","children":null,"spread":false},{"title":"IR2_20250414_004625.txt <span style='color:#111;'> 749B </span>","children":null,"spread":false},{"title":"IR2_20250414_007375.txt <span style='color:#111;'> 748B </span>","children":null,"spread":false},{"title":"IR2_20250414_000001.txt <span style='color:#111;'> 748B </span>","children":null,"spread":false},{"title":"IR2_20250414_004183.txt <span style='color:#111;'> 742B </span>","children":null,"spread":false},{"title":"IR2_20250414_000650.txt <span style='color:#111;'> 735B </span>","children":null,"spread":false},{"title":"IR2_20250414_007471.txt <span style='color:#111;'> 733B </span>","children":null,"spread":false},{"title":"IR2_20250414_006358.txt <span style='color:#111;'> 728B </span>","children":null,"spread":false},{"title":"IR2_20250414_001306.txt <span style='color:#111;'> 724B </span>","children":null,"spread":false},{"title":"IR2_20250414_004094.txt <span style='color:#111;'> 718B </span>","children":null,"spread":false},{"title":"IR2_20250414_000681.txt <span style='color:#111;'> 716B </span>","children":null,"spread":false},{"title":"IR2_20250414_004741.txt <span style='color:#111;'> 709B </span>","children":null,"spread":false},{"title":"IR2_20250414_002778.txt <span style='color:#111;'> 705B </span>","children":null,"spread":false},{"title":"IR2_20250414_009926.txt <span style='color:#111;'> 702B </span>","children":null,"spread":false},{"title":"IR2_20250414_001308.txt <span style='color:#111;'> 696B </span>","children":null,"spread":false},{"title":"IR2_20250414_009063.txt <span style='color:#111;'> 695B </span>","children":null,"spread":false},{"title":"IR2_20250414_010872.txt <span style='color:#111;'> 692B </span>","children":null,"spread":false},{"title":"IR2_20250414_007736.txt <span style='color:#111;'> 691B </span>","children":null,"spread":false},{"title":"IR2_20250414_009733.txt <span style='color:#111;'> 684B </span>","children":null,"spread":false},{"title":"IR2_20250414_000249.txt <span style='color:#111;'> 682B </span>","children":null,"spread":false},{"title":"IR2_20250414_004608.txt <span style='color:#111;'> 682B </span>","children":null,"spread":false},{"title":"IR2_20250414_003991.txt <span style='color:#111;'> 682B </span>","children":null,"spread":false},{"title":"IR2_20250414_011355.txt <span style='color:#111;'> 680B </span>","children":null,"spread":false},{"title":"IR2_20250414_011177.txt <span style='color:#111;'> 680B </span>","children":null,"spread":false},{"title":"IR2_20250414_010847.txt <span style='color:#111;'> 674B </span>","children":null,"spread":false},{"title":"IR2_20250414_004409.txt <span style='color:#111;'> 672B </span>","children":null,"spread":false},{"title":"IR2_20250414_006048.txt <span style='color:#111;'> 670B </span>","children":null,"spread":false},{"title":"IR2_20250414_004005.txt <span style='color:#111;'> 667B </span>","children":null,"spread":false},{"title":"IR2_20250414_010053.txt <span style='color:#111;'> 666B </span>","children":null,"spread":false},{"title":"IR2_20250414_007260.txt <span style='color:#111;'> 663B </span>","children":null,"spread":false},{"title":"IR2_20250414_008779.txt <span style='color:#111;'> 659B </span>","children":null,"spread":false},{"title":"IR2_20250414_007378.txt <span style='color:#111;'> 657B </span>","children":null,"spread":false},{"title":"IR2_20250414_000225.txt <span style='color:#111;'> 656B </span>","children":null,"spread":false},{"title":"IR2_20250414_011394.txt <span style='color:#111;'> 655B </span>","children":null,"spread":false},{"title":"IR2_20250414_011603.txt <span style='color:#111;'> 655B </span>","children":null,"spread":false},{"title":"IR2_20250414_000925.txt <span style='color:#111;'> 655B </span>","children":null,"spread":false},{"title":"IR2_20250414_006484.txt <span style='color:#111;'> 651B </span>","children":null,"spread":false},{"title":"IR2_20250414_007420.txt <span style='color:#111;'> 649B </span>","children":null,"spread":false},{"title":"IR2_20250414_000426.txt <span style='color:#111;'> 646B </span>","children":null,"spread":false},{"title":"IR2_20250414_002519.txt <span style='color:#111;'> 645B </span>","children":null,"spread":false},{"title":"IR2_20250414_005185.txt <span style='color:#111;'> 643B </span>","children":null,"spread":false},{"title":"IR2_20250414_011164.txt <span style='color:#111;'> 641B </span>","children":null,"spread":false},{"title":"IR2_20250414_011601.txt <span style='color:#111;'> 637B </span>","children":null,"spread":false},{"title":"IR2_20250414_000926.txt <span style='color:#111;'> 634B </span>","children":null,"spread":false},{"title":"IR2_20250414_010521.txt <span style='color:#111;'> 629B </span>","children":null,"spread":false},{"title":"IR2_20250414_010974.txt <span style='color:#111;'> 628B </span>","children":null,"spread":false},{"title":"IR2_20250414_007320.txt <span style='color:#111;'> 627B </span>","children":null,"spread":false},{"title":"IR2_20250414_004626.txt <span style='color:#111;'> 627B </span>","children":null,"spread":false},{"title":"IR2_20250414_003796.txt <span style='color:#111;'> 627B </span>","children":null,"spread":false},{"title":"IR2_20250414_001103.txt <span style='color:#111;'> 626B </span>","children":null,"spread":false},{"title":"IR2_20250414_007315.txt <span style='color:#111;'> 626B </span>","children":null,"spread":false},{"title":"IR2_20250414_010877.txt <span style='color:#111;'> 623B </span>","children":null,"spread":false},{"title":"IR2_20250414_006277.txt <span style='color:#111;'> 617B </span>","children":null,"spread":false},{"title":"IR2_20250414_004092.txt <span style='color:#111;'> 614B </span>","children":null,"spread":false},{"title":"IR2_20250414_000030.txt <span style='color:#111;'> 611B </span>","children":null,"spread":false},{"title":"IR2_20250414_011537.txt <span style='color:#111;'> 611B </span>","children":null,"spread":false},{"title":"IR2_20250414_003256.txt <span style='color:#111;'> 610B </span>","children":null,"spread":false},{"title":"IR2_20250414_003205.txt <span style='color:#111;'> 609B </span>","children":null,"spread":false},{"title":"IR2_20250414_004624.txt <span style='color:#111;'> 607B </span>","children":null,"spread":false},{"title":"IR2_20250414_011204.txt <span style='color:#111;'> 606B </span>","children":null,"spread":false},{"title":"IR2_20250414_003810.txt <span style='color:#111;'> 603B </span>","children":null,"spread":false},{"title":"IR2_20250414_001673.txt <span style='color:#111;'> 603B </span>","children":null,"spread":false},{"title":"IR2_20250414_011212.txt <span style='color:#111;'> 601B </span>","children":null,"spread":false},{"title":"IR2_20250414_002378.txt <span style='color:#111;'> 600B </span>","children":null,"spread":false},{"title":"IR2_20250414_003561.txt <span style='color:#111;'> 600B </span>","children":null,"spread":false},{"title":"IR2_20250414_003912.txt <span style='color:#111;'> 599B </span>","children":null,"spread":false},{"title":"IR2_20250414_007448.txt <span style='color:#111;'> 597B </span>","children":null,"spread":false},{"title":"IR2_20250414_001233.txt <span style='color:#111;'> 597B </span>","children":null,"spread":false},{"title":"IR2_20250414_006243.txt <span style='color:#111;'> 596B </span>","children":null,"spread":false},{"title":"IR2_20250414_010840.txt <span style='color:#111;'> 596B </span>","children":null,"spread":false},{"title":"IR2_20250414_007349.txt <span style='color:#111;'> 594B </span>","children":null,"spread":false},{"title":"IR2_20250414_011752.txt <span style='color:#111;'> 594B </span>","children":null,"spread":false},{"title":"IR2_20250414_006464.txt <span style='color:#111;'> 592B </span>","children":null,"spread":false},{"title":"IR2_20250414_007297.txt <span style='color:#111;'> 590B </span>","children":null,"spread":false},{"title":"IR2_20250414_006981.txt <span style='color:#111;'> 584B </span>","children":null,"spread":false},{"title":"IR2_20250414_003967.txt <span style='color:#111;'> 584B </span>","children":null,"spread":false},{"title":"IR2_20250414_006248.txt <span style='color:#111;'> 584B </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

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

个人信息

下载历史

相关资源标签

热门下载

最新下载