plantae_k

• Description:

This dataset contains 2153 images of healthy and unhealthy plant leaves divided 16 categories by species and state of health. The images are in high resolution JPG format.

Note: Each image is a separate download. Some might rarely fail, therefore make sure to restart if that happens. An exception will be raised in case one of the downloads repeatedly fails.

Dataset URL: https://data.mendeley.com/datasets/t6j2h22jpx/1 License: http://creativecommons.org/licenses/by/4.0

• Homepage: https://data.mendeley.com/datasets/t6j2h22jpx/1

• Source code: tfds.datasets.plantae_k.Builder

• Versions:

  • 0.1.0 (default): No release notes.

• Download size: 4.30 GiB

• Dataset size: 4.30 GiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'train'	2,153

• Feature structure:

FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=uint8),
    'image/filename': Text(shape=(), dtype=string),
    'label': ClassLabel(shape=(), dtype=int64, num_classes=16),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
image	Image	(None, None, 3)	uint8
image/filename	Text		string
label	ClassLabel		int64

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

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

• Citation:

@misc{,
  author={Vippon Preet Kour, Sakshi Arora},
  title={PlantaeK: A leaf database of native plants of Jammu and Kashmir},
  howpublished={Mendeley Data},
  year={2019}
}