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Datasets:
biglam
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illustrated_ads

Tasks:
Image Classification
Modalities:
Image
Text
Time-series
Sub-tasks:
multi-class-image-classification
Size:
< 1K
Tags:
lam
historic newspapers
Libraries:
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metadata
annotations_creators:
  - expert-generated
language: []
language_creators: []
license:
  - cc0-1.0
multilinguality: []
pretty_name: >-
  19th Century United States Newspaper Advert images with 'illustrated' or 'non
  illustrated' labels
size_categories:
  - n<1K
source_datasets: []
tags:
  - lam
  - historic newspapers
task_categories:
  - image-classification
task_ids:
  - multi-class-image-classification

The Dataset contains images derived from the Newspaper Navigator, a dataset of images drawn from the Library of Congress Chronicling America collection (chroniclingamerica.loc.gov/).

The Newspaper Navigator dataset consists of extracted visual content for 16,358,041 historic newspaper pages in Chronicling America. The visual content was identified using an object detection model trained on annotations of World War 1-era Chronicling America pages, including annotations made by volunteers as part of the Beyond Words crowdsourcing project. source: https://news-navigator.labs.loc.gov/

One of these categories is 'advertisements'. This dataset contains a sample of these images with additional labels indicating if the advert is 'illustrated' or 'not illustrated'.

This dataset was created for use in a Programming Historian tutorial. The primary aim of the data was to provide a realistic example dataset for teaching computer vision for working with digitised heritage material.

Dataset Card for 19th Century United States Newspaper Advert images with 'illustrated' or 'non illustrated' labels

Table of Contents

Dataset Description

Dataset Summary

The Dataset contains images derived from the Newspaper Navigator, a dataset of images drawn from the Library of Congress Chronicling America collection (chroniclingamerica.loc.gov/).

The Newspaper Navigator dataset consists of extracted visual content for 16,358,041 historic newspaper pages in Chronicling America. The visual content was identified using an object detection model trained on annotations of World War 1-era Chronicling America pages, including annotations made by volunteers as part of the Beyond Words crowdsourcing project. source: https://news-navigator.labs.loc.gov/

One of these categories is 'advertisements. This dataset contains a sample of these images with additional labels indicating if the advert is 'illustrated' or 'not illustrated'.

This dataset was created for use in a Programming Historian tutorial. The primary aim of the data was to provide a realistic example dataset for teaching computer vision for working with digitised heritage material.

Supported Tasks and Leaderboards

  • image-classification: the primary purpose of this dataset is for classifying historic newspaper images identified as being 'advertisements' into 'illustrated' and 'not-illustrated' categories.

Languages

[More Information Needed]

Dataset Structure

Data Instances

An example instance from this dataset

{'file': 'pst_fenske_ver02_data_sn84026497_00280776129_1880042101_0834_002_6_96.jpg',
 'image': <PIL.JpegImagePlugin.JpegImageFile image mode=L size=388x395 at 0x7F9A72038950>,
 'label': 0,
 'pub_date': Timestamp('1880-04-21 00:00:00'),
 'page_seq_num': 834,
 'edition_seq_num': 1,
 'batch': 'pst_fenske_ver02',
 'lccn': 'sn84026497',
 'box': [0.649412214756012,
  0.6045778393745422,
  0.8002520799636841,
  0.7152365446090698],
 'score': 0.9609346985816956,
 'ocr': "H. II. IIASLKT & SOXN, Dealers in General Merchandise In New Store Room nt HASLET'S COS ITERS, 'JTionoMtii, ln. .Tau'y 1st, 1?0.",
 'place_of_publication': 'Tionesta, Pa.',
 'geographic_coverage': "['Pennsylvania--Forest--Tionesta']",
 'name': 'The Forest Republican. [volume]',
 'publisher': 'Ed. W. Smiley',
 'url': 'https://news-navigator.labs.loc.gov/data/pst_fenske_ver02/data/sn84026497/00280776129/1880042101/0834/002_6_96.jpg',
 'page_url': 'https://chroniclingamerica.loc.gov/data/batches/pst_fenske_ver02/data/sn84026497/00280776129/1880042101/0834.jp2'}

Data Fields

[More Information Needed]

Data Splits

The dataset contains a single split.

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

A description of the annotation process is outlined in this GitHub repository [More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information 

@dataset{van_strien_daniel_2021_5838410,
  author       = {van Strien, Daniel},
  title        = {{19th Century United States Newspaper Advert images 
                   with 'illustrated' or 'non illustrated' labels}},
  month        = oct,
  year         = 2021,
  publisher    = {Zenodo},
  version      = {0.0.1},
  doi          = {10.5281/zenodo.5838410},
  url          = {https://doi.org/10.5281/zenodo.5838410}}

[More Information Needed]

Contributions

Thanks to @davanstrien for adding this dataset.