nouveau 0.1.0

public domain art nouveau image data

Art Nouveau Design Data

Public domain lazy-downloading data samples.

Mucha

https://www.wikiart.org/en/alphonse-mucha/

Morris

This is a collection of designs by the famous Morris company artists of the 1800s.

Format

• image: image in numpy array or PyTorch tensor format
• name: a common name for the design
• year: initial year of design

Example Use

import nouveau

morris = nouveau.Morris()
mucha  = nouveau.Mucha()

# pandas index of metadata
morris.index.head()
>> shows pandas dataframe head with year, name, filename columns

# iterate as PIL Images (aligned with index by position)
for i, img in enumerate(morris):
    print(morris.index.iloc[i]['name'], img.size)

# access a single item by position (returns dict with numpy image)
morris[0]
>> {'year': 1862,
>>  'name': 'Fruit-Blue',
>>  'filename': '1862-Fruit-Blue.jpg',
>>  'image': array([[[254, 253, 249], ...

# display by index or name
morris.show(1)
>> <pyplot image>

morris.show('Fruit-Blue')
>> <pyplot image>

# get a PIL Image by index or name
morris.toPIL(0)
>> <PIL Image>

# PyTorch dataset (returns [tensor, name, year] per item)
tensors = morris.to_torch()
tensors[0][0].shape
>> torch.Size([3, 1987, 1586])

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license: unlicense task_categories:

• image-classification pretty_name: Morris Co. Public Domain Art size_categories:
• n<1K

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