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, Forestry and Fisheries: Logic and development direction of sixth industrialization -Construction of value chain and promotion of innovation, 2015.

A. Krizhevsky, I. Sutskever, and G. E. Hinton, Imagenet classification with deep convolutional neural networks, vol.25, pp.1097-1105, 2012.

A. Kamilaris and F. X. Prenafeta-boldu, Deep learning in agriculture: A survey, vol.147, pp.70-90, 2018.

S. Iitsuka, N. Fujii, D. Kokuryo, T. Kaihara, S. Nakano et al., Growth prediction of farm products using convolutional neural networks, 2018.

J. Wang and L. Perez, Effectiveness of Data Augmentation in Image Classification using Deep Learning, 2017.

D. Kingma and J. Ba, Adam, A method for stochastic optimization, 2014.