专栏名称: 机器学习研究会
机器学习研究会是北京大学大数据与机器学习创新中心旗下的学生组织,旨在构建一个机器学习从事者交流的平台。除了及时分享领域资讯外,协会还会举办各种业界巨头/学术神牛讲座、学术大牛沙龙分享会、real data 创新竞赛等活动。
今天看啥  ›  专栏  ›  机器学习研究会

【推荐】Faster R-CNN视频目标检测

机器学习研究会  · 公众号  · AI  · 2017-04-01 19:36
    

文章预览

点击上方 “机器学习研究会” 可以订阅哦 摘要   转自:爱可可-爱生活 I implement Ross's work "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks" to realize real-time object detection, which focuses on image-level problem. Here, I extend it to video-level problem by treating videos like a series of frames and also take the relation between each frame into account. Use a tracker to track the video frame by frame and finally visualize the final result Backgound Object detection is an age-old question. Many application need the techniques of object detection, such as IoT, self-driving car. So here we're gonna introduce the state-of-the-art: faster rcnn, achieves high performance and can be used in real-time. Region-based Convolutional Neural Network Region-based Convolutiona ………………………………

原文地址:访问原文地址
快照地址: 访问文章快照
总结与预览地址:访问总结与预览