人脸检测数据集.zip
数据集介绍：人脸检测数据集
数据集名称：人脸检测数据集
图片数量：
- 训练集：132张图片
- 验证集：38张图片
- 测试集：19张图片
总计：189张图片
分类类别：
- face（人脸）：包含各类场景下的单/多人脸目标。
标注格式：
- YOLO格式，提供边界框坐标（中心点x,y + 宽高w,h），专为目标检测任务优化。
数据来源：动态场景采集，文件名含"Movie"表明包含视频帧提取内容。
1. 安防监控系统开发：
适用于构建实时人脸检测模型，集成至CCTV或智能安防平台，实现出入口管控、异常行为预警。
1. 人群密度统计分析：
支持公共场所人流监控场景，辅助商业体或交通枢纽的客流量可视化分析。
1. 人机交互应用研发：
为智能设备（如服务机器人、交互终端）提供基础人脸定位能力，优化用户识别流程。
1. 任务适配精准：
YOLO标注格式高度适配目标检测任务，可直接用于YOLOv5/v8等主流框架训练，降低预处理成本。
1. 场景动态性强：
数据源自视频流帧提取（如文件名"Movie-on-*"所示），涵盖连续动作下的人脸状态，提升模型对动态目标的鲁棒性。
1. 标注质量可靠：
标注样例显示多人脸密集场景处理能力（如单图含2个人脸标注），支持复杂环境下的检测需求。
1. 应用部署轻量化：
小规模数据集满足轻量级模型训练需求，适用于边缘计算设备（如嵌入式硬件、移动终端）的快速部署。
文件下载
资源详情
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</span>","children":null,"spread":false},{"title":"Movie-on-2-18-25-at-8_25-PM_mov-0171_jpg.rf.78c0359528ba8e8996fd4da5236f9ee5.jpg <span style='color:#111;'> 94.55KB </span>","children":null,"spread":false},{"title":"Movie-on-2-18-25-at-8_25-PM_mov-0054_jpg.rf.f666cdbd81954b0da182ccff241f73f4.jpg <span style='color:#111;'> 94.20KB </span>","children":null,"spread":false},{"title":"Movie-on-2-18-25-at-8_25-PM_mov-0165_jpg.rf.13162847cae946d21c3afd5adf42f60a.jpg <span style='color:#111;'> 94.16KB </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}]
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