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数据集:

大小:训练集共7180张,测试集共808张
种类:class_ = ['cloudy', 'dew', 'fogsmog', 'frost', 'glaze', 'hail', 'lightning', 'rain', 'rainbow', 'rime', 'sandstorm', 'shine', 'snow', 'sunrise']
训练集:data/train_data
测试集:data/test_data
label是数据集中图片名称的片段,截取 “ - ” 的前部分,如:
img.png

训练命令:

python train.py 
--experiment_name
weather
--train_dir
data/train_data
--val_dir
data/test_data

可视化界面:

位置在 “middle/history/”中,如:
weather.png

最后模型的精确度:

acc.png

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天气分类 14个天气种类 基于ResNet50网络

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