HSDNet: a poultry farming model based on few-shot semantic segmentation addressing non-smooth and unbalanced convergence
Daixian Liu,
Bingli Wang,
Linhui Peng
et al.
Abstract:Poultry farming is an indispensable part of global agriculture, playing a crucial role in food safety and economic development. Managing and preventing diseases is a vital task in the poultry industry, where semantic segmentation technology can significantly enhance the efficiency of traditional manual monitoring methods. Furthermore, traditional semantic segmentation has achieved excellent results on extensively manually annotated datasets, facilitating real-time monitoring of poultry. Nonetheless, the model … Show more
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