stanford_online_products

Ensemble de données de produits en ligne Stanford

Diviser Exemples
'test' 60 502
'train' 59 551
  • Caractéristiques:
FeaturesDict({
    'class_id': ClassLabel(shape=(), dtype=tf.int64, num_classes=22634),
    'image': Image(shape=(None, None, 3), dtype=tf.uint8),
    'super_class_id': ClassLabel(shape=(), dtype=tf.int64, num_classes=12),
    'super_class_id/num': ClassLabel(shape=(), dtype=tf.int64, num_classes=12),
})

Visualisation

  • citation:
@inproceedings{song2016deep,
 author    = {Song, Hyun Oh and Xiang, Yu and Jegelka, Stefanie and Savarese, Silvio},
 title     = {Deep Metric Learning via Lifted Structured Feature Embedding},
 booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
 year      = {2016}
}