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--- |
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dataset_info: |
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features: |
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- name: url |
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dtype: string |
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- name: ai_description |
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dtype: string |
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- name: palettes |
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struct: |
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- name: '1' |
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dtype: |
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array2_d: |
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shape: |
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- 1 |
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- 3 |
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|
dtype: uint8 |
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|
- name: '2' |
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|
dtype: |
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|
array2_d: |
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|
shape: |
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|
- 2 |
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|
- 3 |
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|
dtype: uint8 |
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|
- name: '3' |
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|
dtype: |
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|
array2_d: |
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|
shape: |
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|
- 3 |
|
|
- 3 |
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|
dtype: uint8 |
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|
- name: '4' |
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|
dtype: |
|
|
array2_d: |
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|
shape: |
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|
- 4 |
|
|
- 3 |
|
|
dtype: uint8 |
|
|
- name: '5' |
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|
dtype: |
|
|
array2_d: |
|
|
shape: |
|
|
- 5 |
|
|
- 3 |
|
|
dtype: uint8 |
|
|
- name: '6' |
|
|
dtype: |
|
|
array2_d: |
|
|
shape: |
|
|
- 6 |
|
|
- 3 |
|
|
dtype: uint8 |
|
|
- name: '7' |
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|
dtype: |
|
|
array2_d: |
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|
shape: |
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|
- 7 |
|
|
- 3 |
|
|
dtype: uint8 |
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|
- name: '8' |
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|
dtype: |
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|
array2_d: |
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|
shape: |
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|
- 8 |
|
|
- 3 |
|
|
dtype: uint8 |
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|
splits: |
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|
- name: train |
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|
num_bytes: 28536733 |
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num_examples: 24998 |
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download_size: 4159745 |
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dataset_size: 28536733 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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license: other |
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license_name: unsplash-commercial |
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license_link: https://github.com/unsplash/datasets/blob/master/DOCS.md |
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task_categories: |
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- text-to-image |
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- image-to-text |
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|
language: |
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|
- en |
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|
tags: |
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|
- unsplash |
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- v1.2.1 |
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pretty_name: Unsplash Lite w/ Palettes |
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size_categories: |
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- 10K<n<100K |
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source_datasets: |
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- 1aurent/unsplash-lite |
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--- |
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# The Unsplash Lite Dataset (v1.2.1) with color palettes |
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 |
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The Lite dataset contains all of the same fields as the Full dataset, but is limited to ~25,000 photos. |
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It can be used for both commercial and non-commercial usage, provided you abide by [the terms](https://github.com/unsplash/datasets/blob/master/TERMS.md). |
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The Unsplash Dataset is made available for research purposes. |
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[It cannot be used to redistribute the images contained within](https://github.com/unsplash/datasets/blob/master/TERMS.md). |
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To use the Unsplash library in a product, see [the Unsplash API](https://unsplash.com/developers). |
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This subset of the dataset contains only urls to the images, their descriptions generated from an AI service, and 8 palettes (generated using [okolors](https://github.com/Ivordir/Okolors)). |
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To download the images from the urls, you may do something like this: |
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```python |
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from datasets import load_dataset, DownloadManager, Image |
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ds = load_dataset("1aurent/unsplash-lite-palette") |
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def download_image(url: str | list[str]) -> str | list[str]: |
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dl_manager = DownloadManager() |
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filename = dl_manager.download(url) |
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return {"image": filename} |
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ds = ds.map( |
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function=download_image, |
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input_columns=["url"], |
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batched=True, |
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num_proc=6, |
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) |
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ds = ds.cast_column( |
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column="image", |
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feature=Image(), |
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) |
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``` |
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 |
