Dragoneye insect identification method based on regional suggestion network
An identification method and technology for insects, applied in the field of identification, can solve the problems of complex background and identification difficulties in pictures of Odonata insects, and achieve the effect of enhancing the ability to extract effective features and solving identification difficulties.
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[0035] Below in conjunction with accompanying drawing, the present invention is further described, as figure 1 Shown:
[0036] The Odonata insect identification method based on the region suggestion network of the present invention comprises the following steps:
[0037] S1. Collect images of Odonata insects, and clean and organize the images of Odonata insects to obtain a data set of Odonata insect images; among them, the acquisition methods of Odonata insect image data include field shooting, laboratory shooting and network downloading, etc. Therefore, the finally obtained data set of Odonata images does not have the characteristics of an equal number of Odonata images under given conditions, and the overall data is distributed in a long tail.
[0038] S2. The data set of Odonata insect images is enhanced to obtain the enhanced data set;
[0039] S3. Dividing the enhanced data set according to a set ratio to obtain a training set, a verification set, and a test set of imag...
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