tfds.visualization.show_examples
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Visualize images (and labels) from an image classification dataset.
tfds.visualization.show_examples(
ds: _Dataset,
ds_info: dataset_info.DatasetInfo,
is_batched: bool = False,
**options_kwargs
)
Used in the notebooks
This function is for interactive use (Colab, Jupyter). It displays and return
a plot of (rows*columns) images from a tf.data.Dataset.
Usage:
ds, ds_info = tfds.load('cifar10', split='train', with_info=True)
fig = tfds.show_examples(ds, ds_info)
Args |
ds
|
tf.data.Dataset . The tf.data.Dataset object to visualize. Examples
should not be batched. Examples will be consumed in order until (rows *
cols) are read or the dataset is consumed.
|
ds_info
|
The dataset info object to which extract the label and features
info. Available either through tfds.load('mnist', with_info=True) or
tfds.builder('mnist').info
|
is_batched
|
Whether the data is batched.
|
**options_kwargs
|
Additional display options, specific to the dataset type
to visualize. Are forwarded to tfds.visualization.Visualizer.show . See
the tfds.visualization for a list of available visualizers.
|
Returns |
fig
|
The matplotlib.Figure object
|
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Last updated 2024-04-26 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-04-26 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]