多摄像机实时对象跟踪:使用YOLO v4,Deep SORT和Flask进行多摄像机实时流量和对象计数-源码

上传者: 42173218 | 上传时间: 2021-09-14 09:57:54 | 文件大小: 97.25MB | 文件类型: ZIP
多摄像机实时对象跟踪 该存储库包含我的对象检测和跟踪项目。 所有这些都可以托管在云服务器上。 由于您还可以将自己的IP摄像机用于异步处理。 我已经写了关于如何使用自己的智能手机与ImageZMQ到流博客文章。 Deep SORT和YOLO v4 查看我的以查看我使用的跟踪算法,其中包括Tensorflow 2.0,异步视频处理和低置信度跟踪过滤的选项。 流量计数() 该项目是对象计数应用程序的扩展。 () 产品特点 使用从DETRAC数据集生成的总共244,617张图像进行了训练。 您可以在找到我创建的转换代码。 我将用作数据准备和培训的指南。 每个跟踪ID仅计数一次。 通过查看被跟

文件下载

资源详情

[{"title":"( 66 个子文件 97.25MB ) 多摄像机实时对象跟踪:使用YOLO v4,Deep SORT和Flask进行多摄像机实时流量和对象计数-源码","children":[{"title":"Multi-Camera-Live-Object-Tracking-master","children":[{"title":"traffic_counting","children":[{"title":"camera_client_0.py <span style='color:#111;'> 466B </span>","children":null,"spread":false},{"title":"yolo4","children":[{"title":"utils.py <span style='color:#111;'> 3.75KB </span>","children":null,"spread":false},{"title":"model.py <span style='color:#111;'> 30.30KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false}],"spread":true},{"title":"camera_client_1.py <span style='color:#111;'> 466B </span>","children":null,"spread":false},{"title":"camera_server.py <span style='color:#111;'> 919B </span>","children":null,"spread":false},{"title":"base_camera.py <span style='color:#111;'> 6.30KB </span>","children":null,"spread":false},{"title":"app.py <span style='color:#111;'> 2.14KB </span>","children":null,"spread":false},{"title":"model_data","children":[{"title":"yolo_anchors.txt <span style='color:#111;'> 85B </span>","children":null,"spread":false},{"title":"coco_classes.txt <span style='color:#111;'> 625B </span>","children":null,"spread":false},{"title":"mars-small128.pb <span style='color:#111;'> 10.72MB </span>","children":null,"spread":false},{"title":"voc_classes.txt <span style='color:#111;'> 135B </span>","children":null,"spread":false}],"spread":true},{"title":"camera_yolo.py <span style='color:#111;'> 11.58KB </span>","children":null,"spread":false},{"title":"yolo.py <span style='color:#111;'> 4.68KB </span>","children":null,"spread":false},{"title":"tools","children":[{"title":"generate_detections.py <span style='color:#111;'> 7.59KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"freeze_model.py <span style='color:#111;'> 8.28KB </span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'> 4.54KB </span>","children":null,"spread":false},{"title":"templates","children":[{"title":"index.html <span style='color:#111;'> 823B </span>","children":null,"spread":false}],"spread":true},{"title":"deep_sort","children":[{"title":"preprocessing.py <span style='color:#111;'> 1.87KB </span>","children":null,"spread":false},{"title":"detection.py <span style='color:#111;'> 1.66KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 27B </span>","children":null,"spread":false},{"title":"tracker.py <span style='color:#111;'> 5.28KB </span>","children":null,"spread":false},{"title":"linear_assignment.py <span style='color:#111;'> 7.60KB </span>","children":null,"spread":false},{"title":"iou_matching.py <span style='color:#111;'> 2.76KB </span>","children":null,"spread":false},{"title":"track.py <span style='color:#111;'> 5.99KB </span>","children":null,"spread":false},{"title":"kalman_filter.py <span style='color:#111;'> 7.60KB </span>","children":null,"spread":false},{"title":"nn_matching.py <span style='color:#111;'> 5.34KB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"LICENSE <span style='color:#111;'> 34.33KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 6.08KB </span>","children":null,"spread":false},{"title":"gifs","children":[{"title":"object_counting1.gif <span style='color:#111;'> 28.70MB </span>","children":null,"spread":false},{"title":"object_counting2.gif <span style='color:#111;'> 39.75MB </span>","children":null,"spread":false},{"title":"traffic_counting1.gif <span style='color:#111;'> 9.90MB </span>","children":null,"spread":false}],"spread":true},{"title":"object_counting","children":[{"title":"camera_client_0.py <span style='color:#111;'> 466B </span>","children":null,"spread":false},{"title":"yolo4","children":[{"title":"utils.py <span style='color:#111;'> 3.75KB </span>","children":null,"spread":false},{"title":"model.py <span style='color:#111;'> 30.30KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false}],"spread":true},{"title":"camera_client_1.py <span style='color:#111;'> 466B </span>","children":null,"spread":false},{"title":"camera_server.py <span style='color:#111;'> 923B </span>","children":null,"spread":false},{"title":"base_camera.py <span style='color:#111;'> 6.19KB </span>","children":null,"spread":false},{"title":"app.py <span style='color:#111;'> 2.05KB </span>","children":null,"spread":false},{"title":"model_data","children":[{"title":"yolo_anchors.txt <span style='color:#111;'> 85B </span>","children":null,"spread":false},{"title":"coco_classes.txt <span style='color:#111;'> 625B </span>","children":null,"spread":false},{"title":"mars-small128.pb <span style='color:#111;'> 10.72MB </span>","children":null,"spread":false},{"title":"voc_classes.txt <span style='color:#111;'> 135B </span>","children":null,"spread":false}],"spread":true},{"title":"camera_yolo.py <span style='color:#111;'> 6.83KB </span>","children":null,"spread":false},{"title":"yolo.py <span style='color:#111;'> 4.68KB </span>","children":null,"spread":false},{"title":"tools","children":[{"title":"generate_detections.py <span style='color:#111;'> 7.59KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"freeze_model.py <span style='color:#111;'> 8.28KB </span>","children":null,"spread":false}],"spread":false},{"title":"README.md <span style='color:#111;'> 6.57KB </span>","children":null,"spread":false},{"title":"templates","children":[{"title":"index.html <span style='color:#111;'> 1.30KB </span>","children":null,"spread":false}],"spread":false},{"title":"deep_sort","children":[{"title":"preprocessing.py <span style='color:#111;'> 1.87KB </span>","children":null,"spread":false},{"title":"detection.py <span style='color:#111;'> 1.43KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 27B </span>","children":null,"spread":false},{"title":"tracker.py <span style='color:#111;'> 5.17KB </span>","children":null,"spread":false},{"title":"linear_assignment.py <span style='color:#111;'> 7.60KB </span>","children":null,"spread":false},{"title":"iou_matching.py <span style='color:#111;'> 2.76KB </span>","children":null,"spread":false},{"title":"track.py <span style='color:#111;'> 4.86KB </span>","children":null,"spread":false},{"title":"kalman_filter.py <span style='color:#111;'> 7.60KB </span>","children":null,"spread":false},{"title":"nn_matching.py <span style='color:#111;'> 5.34KB </span>","children":null,"spread":false},{"title":"detection_yolo.py <span style='color:#111;'> 1.36KB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"detrac_tools","children":[{"title":"detrac_to_yolo.py <span style='color:#111;'> 12.95KB </span>","children":null,"spread":false},{"title":"yolov4-obj.cfg <span style='color:#111;'> 11.97KB </span>","children":null,"spread":false},{"title":"crop_dataset.py <span style='color:#111;'> 7.45KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.21KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"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