Individual dairy cow identification based on lightweight convolutional neural network
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0260510
Abstract: In actual farms, individual livestock identification technology relies on large models with slow recognition speeds, which seriously restricts its practical application. In this study, we use deep learning to recognize the features of individual cows.… read more here.
Keywords: lightweight convolutional; cow identification; convolutional neural; neural network ... See more keywords
Lightweight individual cow identification based on Ghost combined with attention mechanism
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0275435
Abstract: Individual cow identification is a prerequisite for intelligent dairy farming management, and is important for achieving accurate and informative dairy farming. Computer vision-based approaches are widely considered because of their non-contact and practical advantages. In… read more here.
Keywords: recognition; individual cow; ghost; model ... See more keywords
YOLOX-S-TKECB: A Holstein Cow Identification Detection Algorithm
Sign Up to like & getrecommendations! Published in 2024 at "Agriculture"
DOI: 10.3390/agriculture14111982
Abstract: Accurate identification of individual cow identity is a prerequisite for the construction of digital farms and serves as the basis for optimized feeding, disease prevention and control, breed improvement, and product quality traceability. Currently, cow… read more here.
Keywords: detection; yolox tkecb; cow identification; holstein cow ... See more keywords