Target Recognition and Body Length Measurement of Small Tailed Han Sheep

DOI

10.2991/978-94-6463-518-8_60How to use a DOI?

Keywords

YOLOv7; Target Recognition; Small Tailed Han Sheep

Abstract

The problem and disadvantage of modern sheep farming lies in the fact that the existing production models cannot meet the existing needs. There is an urgent need for new technologies to modernize equipment and digital management of breeding farms, in order to enhance the mechanization and automation of the breeding industry. This article proposes an intelligent software for recognizing the length and size of sheep in order to address the difficulty of precision in sheep breeding. In order to complete this software, this article uses YOLOv7 for design, using Small Tailed Han Sheep as the main test target, and describes how to train YOLOv7 to achieve real-time body length detection and image recognition of Small Tailed Han Sheep. Just need to know the distance between the Small Tailed Han Sheep and the photo point to complete the approximate detection of the body length of the Small Tailed Han Sheep. This article has also successfully completed the design of this software. However, due to the issue of distance measurement, the software needs to know the distance between the measured object and the camera before measuring the body length. This design can assist farmers in more convenient measurement of the body length of raised sheep.

Copyright

© 2024 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Yuang Dai
PY  - 2024
DA  - 2024/09/28
TI  - Target Recognition and Body Length Measurement of Small Tailed Han Sheep
BT  - Proceedings of the 2024 International Conference on Mechanics, Electronics Engineering and Automation (ICMEEA 2024)
PB  - Atlantis Press
SP  - 629
EP  - 636
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-518-8_60
DO  - 10.2991/978-94-6463-518-8_60
ID  - Dai2024
ER  -