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“观云识天”-机器图像算法赛道-天气识别

实验概述

训练所用方法:

  • 数据增强(放缩、随机大小裁剪、翻转),Auto_augment,随机擦除(RandomErasing)
  • 学习率:RAdam,Lookahead
  • 半精度训练(APEX)
  • Random Image Cropping And Patching(RICAP)
  • 模型:采用EfficientB3

其他:

  • 数据分析(EDA,不平衡过采样)

结果

训练集:验证集=9:1,验证集0.85左右。

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