dima806/weather_types_image_detection

🤗 Hugging Face 来源image-classificationapache-2.086M 参数343 MBsafetensors✓ 12 个校验和今天更新

一条命令提交

在你的模型文件夹旁边运行它。它会制作种子、将文件与 Hugging Face 比对，然后提交。你只需开始做种，并粘贴你账户中的密钥。它只读取你的文件，绝不修改。如果愿意，可以先阅读脚本。

curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo dima806/weather_types_image_detection ./model-folder

Returns weather type given an image with about 96% accuracy.

See https://www.kaggle.com/code/dima806/weather-types-image-prediction-vit for more details.

Classification report:

              precision    recall  f1-score   support

         dew     0.9795    0.9897    0.9846       290
     fogsmog     0.9715    0.9414    0.9562       290
       frost     0.9674    0.9207    0.9435       290
       glaze     0.8855    0.9069    0.8961       290
        hail     0.9966    0.9966    0.9966       290
   lightning     1.0000    1.0000    1.0000       290
        rain     0.9561    0.9759    0.9659       290
     rainbow     1.0000    1.0000    1.0000       290
        rime     0.9078    0.8828    0.8951       290
   sandstorm     0.9759    0.9759    0.9759       290
        snow     0.9049    0.9517    0.9277       290

    accuracy                         0.9583      3190
   macro avg     0.9587    0.9583    0.9583      3190
weighted avg     0.9587    0.9583    0.9583      3190