siscore

Visualization: Explore in Know Your Data
Description:
Homepage: https://github.com/google-research/si-score
Source code: tfds.image_classification.siscore.Siscore
Versions:
- 1.0.0 (default): Initial release.
Auto-cached (documentation): No
Feature structure:

FeaturesDict({
    'dataset_label': ClassLabel(shape=(), dtype=tf.int64, num_classes=1000),
    'image': Image(shape=(None, None, 3), dtype=tf.uint8),
    'image_id': tf.int64,
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=1000),
})

Feature documentation:

Feature	Class	Shape	Dtype
	FeaturesDict
dataset_label	ClassLabel		tf.int64
image	Image	(None, None, 3)	tf.uint8
image_id	Tensor		tf.int64
label	ClassLabel		tf.int64

Supervised keys (See as_supervised doc): ('image', 'label')
Citation:

@misc{djolonga2020robustness,
      title={On Robustness and Transferability of Convolutional Neural Networks},
      author={Josip Djolonga and Jessica Yung and Michael Tschannen and Rob Romijnders and Lucas Beyer and Alexander Kolesnikov and Joan Puigcerver and Matthias Minderer and Alexander D'Amour and Dan Moldovan and Sylvain Gelly and Neil Houlsby and Xiaohua Zhai and Mario Lucic},
      year={2020},
      eprint={2007.08558},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}