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Ecological biological recognition method based on SSD (Solid State Disk) algorithm

A biometric and ecological technology, applied in the field of biometrics, can solve the problems of small species, inconvenient identification, and poor identification effect.

Pending Publication Date: 2022-05-31
远景(深圳)数字技术有限公司
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Problems solved by technology

The existing biometric technology is often used to identify ecological organisms, but the species of ecological organisms in the watershed are diverse, and most of them are small, which is not easy to identify, the effect of identification is not good, and the accuracy is not high

Method used

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  • Ecological biological recognition method based on SSD (Solid State Disk) algorithm
  • Ecological biological recognition method based on SSD (Solid State Disk) algorithm
  • Ecological biological recognition method based on SSD (Solid State Disk) algorithm

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Embodiment Construction

[0026] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention.

[0027] refer to Figure 1-2 , an ecological biometric identification method based on the SSD algorithm, comprising the following steps:

[0028] S1 initiates an ecological biometric identification request, and collects biological image data in the ecological environment according to the request;

[0029] S2 processes the collected biological image data to obtain processed biological image data;

[0030] S3 performs target detection on the processed biological image data through the SSD algorithm;

[0031] S31 selecting a biological image, allowing the biological image to extract features through a feature extractor, and generate a feature map;

[0032] S32 extract...

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Abstract

The invention discloses an ecological biological recognition method based on an SSD algorithm, and the method comprises the following steps: initiating an ecological biological recognition request, and collecting biological image data in an ecological environment according to the request; processing the acquired biological image data to obtain processed biological image data; performing target detection on the processed biological image data through an SSD algorithm; and performing ecological biological recognition on the detected biological image data. According to the method, the SDD algorithm is set, the default box generated by the SSD is multi-scale, the SSD has a better detection effect on a small target, and the multi-scale default box generated by the SSD must have higher probability to find a candidate box closer to the Ground Truth, so that the stability of the model is high, and the biological recognition effect is better.

Description

technical field [0001] The invention relates to the technical field of biological identification, in particular to an ecological biological identification method based on an SSD algorithm. Background technique [0002] With the continuous development of computer technology, biometric technology has been widely used. Among them, biometric technology refers to the use of inherent physiological characteristics and Behavioral features for biometric authentication. The existing biometric technology is often used to identify ecological organisms, but the species of ecological organisms in the watershed are diverse, and most of the species are small, which is not easy to identify, the effect of identification is not good, and the accuracy is not high. Contents of the invention [0003] Based on the technical problems existing in the background technology, the present invention proposes an ecological biometric identification method based on the SSD algorithm. [0004] The ecolog...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V40/00G06N3/04G06N3/08
CPCG06N3/08G06N3/045
Inventor 杨志峰沈永明张远蔡宴朋
Owner 远景(深圳)数字技术有限公司
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