图 书 馆
计算机视觉中的可扩展学习Scalable Learning in Computer Vision |
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| 课程网址: | http://videolectures.net/nipsworkshops09_coates_slcv/ |
| 主讲教师: | Adam Coates |
| 开课单位: | 无 |
| 开课时间: | 2010-01-19 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Computer vision is a challenging application area of machine learning. Recent work has shown that large training sets may yield higher performance in vision tasks like object detection. We overview our work in object detection using a scalable, distributed training system capable of training on more than 100 million examples in just a few hours. We also briefly describe recent work with deep learning algorithms that may allow us to apply these architectures to large datasets as well. |
| 关 键 词: | 计算机视觉; 可扩展的; 分布式训练系统; 大型数据集 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-11：liush |
| 阅读次数: | 33 |