Monitoring method, device, equipment and storage medium for recognition engine
A recognition engine and engine technology, applied in hardware monitoring, multi-program device, program control design, etc., can solve the problems of traffic efficiency, slow recognition speed, high recognition error rate, etc.
Active Publication Date: 2021-08-24
SHENZHEN SENSETIME TECH CO LTD
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Problems solved by technology
Among them, equipment products at the artificial intelligence hardware level, such as access control equipment, will have some recognition performance problems such as slow recognition speed and high recognition error rate due to recognition engine recognition version updates, parameter iterations, function development, model updates, etc. , causing great trouble to traffic efficiency
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[0081] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.
[0082] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consi...
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The present disclosure relates to a monitoring method, device, device, and storage medium for a recognition engine, wherein the method includes responding to a monitoring instruction for the target recognition engine, acquiring data to be recognized by the target recognition engine, and storing the data to be recognized in a shared memory ; Pull up the recognition processing process of the target recognition engine, so that the target recognition engine performs recognition processing based on the data to be recognized in the shared memory during the recognition processing process, obtains the recognition processing result, and stores the recognition processing result in the communication channel; The pipeline obtains the recognition processing result and stores the recognition processing result. The technical solutions provided by the embodiments of the present disclosure can realize real-time monitoring of the recognition processing process of the recognition engine, and further provide data support for locating the cause of the recognition performance problem existing in the recognition engine in time.
Description
technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular to a monitoring method, device, equipment and storage medium of a recognition engine. Background technique [0002] Artificial intelligence technology is a comprehensive subject that involves a wide range of fields, including both hardware-level technology and software-level technology. Among them, equipment products at the artificial intelligence hardware level, such as access control equipment, will have some recognition performance problems such as slow recognition speed and high recognition error rate due to recognition engine recognition version updates, parameter iterations, function development, model updates, etc. , causing great trouble to traffic efficiency. Therefore, there is an urgent need for a monitoring solution for the recognition engine to monitor the recognition processing process of the recognition engine in real time, and then provi...
Claims
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IPC IPC(8): G06F9/54G06F11/30G06K9/00
CPCG06F9/544G06F11/302G06F11/3051G06V40/166G06V20/52G06V10/94
Inventor 左冬冬彭恩厚高哲峰鄢俊
Owner SHENZHEN SENSETIME TECH CO LTD