dima806/vehicle_10_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/vehicle_10_types_image_detection ./model-folder

需要做种者 →

Return a vehicle type probability based on an image with about 93% accuracy.

See https://www.kaggle.com/code/dima806/vehicle-10-types-detection-vit for more details.

Classification report:

              precision    recall  f1-score   support

         SUV     0.8780    0.9000    0.8889        40
         bus     1.0000    1.0000    1.0000        40
family sedan     0.8571    0.9000    0.8780        40
 fire engine     0.8444    0.9500    0.8941        40
 heavy truck     0.9459    0.8750    0.9091        40
        jeep     0.9512    0.9750    0.9630        40
     minibus     0.9500    0.9500    0.9500        40
  racing car     1.0000    0.9500    0.9744        40
        taxi     0.9750    0.9750    0.9750        40
       truck     0.9722    0.8750    0.9211        40

    accuracy                         0.9350       400
   macro avg     0.9374    0.9350    0.9354       400
weighted avg     0.9374    0.9350    0.9354       400