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A kind of processing method of artificial neural network operation

A neural network and information processing device technology, applied in the field of intelligent navigation, can solve the problems of high requirements for navigators, great impact on detection accuracy, and high cost of manual identification, so as to save labor costs, reduce risks, and solve delay problems.

Active Publication Date: 2021-08-31
INST OF COMPUTING TECH CHINESE ACAD OF SCI
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Problems solved by technology

[0003] One of the existing technologies is sonar underwater detection technology, which can refer to sonar fish finder, but it is only effective for underwater targets, and complex waters have a greater impact on the accuracy of detection; the other is radar detection technology, such as traditional radar Or laser mine, but the radar has a blind spot for close-range target detection, and cannot detect floating objects on the surrounding water in time; there is also a visual system detection technology, which is mainly for feature extraction of water surface targets, but traditional visual detection technology can only distinguish islands, ships, etc. Objects with significant identification characteristics cannot play a role in complex water surface environments; another is manual identification, but the cost of manual identification is too high, and the requirements for navigators are high

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  • A kind of processing method of artificial neural network operation
  • A kind of processing method of artificial neural network operation
  • A kind of processing method of artificial neural network operation

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[0033] In order to make the purpose, technical solutions and advantages of the present disclosure clearer, the present disclosure will be further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0034] Hereinafter, examples will be provided to illustrate embodiments of the present disclosure in detail. The advantages and effects of the present disclosure will be more obvious through the contents disclosed in the present disclosure. The drawings accompanying this description are simplified and used for illustration purposes. The number, shape and size of the components shown in the drawings can be modified according to the actual situation, and the configuration of the components may be more complicated. Other aspects of practice or application can also be carried out in the present disclosure, and various changes and adjustments can be made without departing from the spirit and scope defined in the present d...

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Abstract

An intelligent navigation method, comprising: processing images taken during navigation through a target recognition device, and comparing them with a sample library to identify obstacle types in the images; receiving processed images and identified obstacles through an information processing device Object type, and through the neural network operation, output the navigation selection data. The disclosed method can be applied to intelligent navigation, which can save labor cost and reduce the risk in the navigation process of vehicles.

Description

technical field [0001] The present disclosure relates to the technical field of information processing, and in particular to an intelligent navigation method. Background technique [0002] At present, in the field of driving or navigation, especially in the field of piloting, in the case of dense waterways and complicated water surface conditions, ships generally use laser radar and traditional radar to carry out laser marking to avoid navigation risks. As for tiny floating objects, the navigator mainly relies on the navigator to continuously observe the small floating objects during navigation, so as to avoid obstacles on the water surface and underwater. [0003] One of the existing technologies is sonar underwater detection technology, which can refer to sonar fish finder, but it is only effective for underwater targets, and complex waters have a greater impact on the accuracy of detection; the other is radar detection technology, such as traditional radar Or laser mine,...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/063G06K9/46G06F16/583
CPCG06N3/063G06V10/40
Inventor 吴凡迪陈云霁
Owner INST OF COMPUTING TECH CHINESE ACAD OF SCI