基于深度学习的大豆豆荚类别识别研究

闫壮壮, 闫学慧, 石嘉, 孙凯, 虞江林, 张战国, 胡振邦, 蒋鸿蔚, 辛大伟, 李杨, 齐照明, 刘春燕, 武小霞, 陈庆山, 朱荣胜

Classification of soybean pods using deep learning

Zhuang-Zhuang YAN, Xue-Hui YAN, Jia SHI, Kai SUN, Jiang-Lin YU, Zhan-Guo ZHANG, Zhen-Bang HU, Hong-Wei JIANG, Da-Wei XIN, Yang LI, Zhao-Ming QI, Chun-Yan LIU, Xiao-Xia WU, Qing-Shan CHEN, Rong-Sheng ZHU

图1 数据增强 a: 左右翻转时针旋转90度; b: 逆时针旋转90度; c: 调亮度; d: 左右翻转; e: 上下翻转; f: 调整饱和度; g: 逆时针旋转180度。

Fig. 1 Data augmentation a: rotate 90 degrees left and right clockwise; b: rotate 90 degrees counterclockwise; c: adjust brightness; d: rotate left and right; e: rotate up and down; f: adjust saturation; g: rotate 180 degrees counterclockwise.