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place365_small

  • 說明

Places365-Standard數據集包含來自365個場景類別的180萬張訓練圖像,用於訓練Places365 CNN。驗證集中每個類別有50張圖像,測試集中每個類別有900張圖像。

分裂例子
'test' 328,500
'train' 1,803,460
'validation' 36,500
  • 特點
 FeaturesDict({
    'image': Image(shape=(256, 256, 3), dtype=tf.uint8),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=365),
})
 
 @article{zhou2017places,
  title={Places: A 10 million Image Database for Scene Recognition},
  author={Zhou, Bolei and Lapedriza, Agata and Khosla, Aditya and Oliva, Aude and Torralba, Antonio},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2017},
  publisher={IEEE}
}
 

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