Wild animal image automatic identification system based on big data and deep learning

A wild animal and deep learning technology, applied in the field of wild animal monitoring image processing, to achieve low image quality, improve recognition accuracy, and achieve restoration and reconstruction effects
CN112419202APending Publication Date: 2021-02-26BEIJING FORESTRY UNIVERSITY
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
BEIJING FORESTRY UNIVERSITY
Publication Date
2021-02-26

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Abstract

The embodiment of the invention discloses a wild animal image automatic recognition system based on big data and deep learning. The system takes a wild animal monitoring image database as a main body,and achieves processing and analysis of wild animal data through combining a super-resolution image recovery technology and a wild animal automatic recognition algorithm; a front-end interface of thesystem is built through data visualization. Specifically, the wildlife monitoring image database is used for storage management of wildlife images and the related information, the super-resolution image recovery technology is used for achieving recovery and reconstruction of low-quality compressed images, and the automatic recognition algorithm is used for realizing automatic recognition and monitoring analysis of the wildlife images through deep learning; therefore, classification processing of the images and elimination of invalid images are realized. According to the method, efficient classified storage of wild animal images and automatic analysis and visual display of wild animal data can be realized, and the intelligent level of wild animal image management is improved.
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Description

technical field

[0001] The invention relates to the field of artificial intelligence-based wild animal monitoring image processing technology, in particular to a wild animal image automatic recognition system based on big data and deep learning. Background technique

[0002] The construction of ecological civilization is the basic national policy of our country, and the protection of wild animal resources is an important means to maintain ecological balance. In order to help the scientific and effective protection of wild animals, it is necessary to collect a large amount of rich wild animal monitoring information. Traditional monitoring methods and data processing methods are inefficient and require a lot of manpower, material and financial resources. Systematic and intelligent wildlife monitoring system is the main development trend in the future.

[0003] The monitoring method based on wireless sensor network has the characteristics of wide application range, high effici...

Claims

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