SYSTEMS AND METHODS FOR LOW-POWER, REAL-TIME OBJEC
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专利名称：SYSTEMS AND METHODS FOR LOW-POWER,
REAL-TIME OBJECT DETECTION
发明人：Haofeng KOU,Kuipeng WANG,Le
KANG,Xuejun WANG,Yingze BAO
申请号：US16770063
申请日：20180629
公开号：US20210173707A1
公开日：
20210610
专利内容由知识产权出版社提供
专利附图：
摘要：Described herein are systems and methods for object detection to achieve hard real-time performance with low latency. Real-time object detection frameworks are
disclosed. In one or more embodiments, a framework comprises a first CPU core, a second CPU core, and a plurality of shaves. In one or more embodiments, the first CPU core handles general CPU tasks, while the second CPU core handles the image frames from a camera sensor and computation task scheduling. In one or more embodiments, the scheduled computation tasks are implemented by the plurality of shaves using at least one object-detection model to detect an object in an image frame. In one or more embodiments, computation results from the object-detection model with a higher detection probability is used to form an output for object detection. In one or more embodiments, the object-detection models share some parameters for smaller size and higher implementing speed.
申请人：Baidu USA, LLC, Times Technology (Beijing) Co., Ltd.
地址：Sunnyvale CA US,Beijing CN
国籍：US,CN
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