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Pig target detection method based on SSD convolution network

Authors :
Minghui Deng
Ran Yu
Source :
Journal of Physics: Conference Series. 1486:022031
Publication Year :
2020
Publisher :
IOP Publishing, 2020.

Abstract

The behavioral changes of pigs can not only reflect their own health and welfare status, but also have important significance in improving the breeding environment. Rapid and accurate detection of pigs’ targets is the basis of behavioral change analysis.In view of this situation, a target detection algorithm based on deep learning is proposed, and its model structure and working principle are expounded. Then, through the test of pig image data set, the results show that this method can accurately detect pig targets under complex background.

Details

ISSN :
17426596 and 17426588
Volume :
1486
Database :
OpenAIRE
Journal :
Journal of Physics: Conference Series
Accession number :
edsair.doi...........aef1bd894564429fc65114bca88f750d
Full Text :
https://doi.org/10.1088/1742-6596/1486/2/022031