English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

We introduce a novel dataset for architectural style classification,consisting of 9,485 images of church buildings. Both images and style labelswere sourced from Wikipedia. The dataset can serve as a benchmark for variousresearch fields, as it combines numerous real-world challenges: fine-graineddistinctions between classes based on subtle visual features, a comparativelysmall sample size, a highly imbalanced class distribution, a high variance ofviewpoints, and a hierarchical organization of labels, where only some imagesare labeled at the most precise level. In addition, we provide 631 bounding boxannotations of characteristic visual features for 139 churches from four majorcategories. These annotations can, for example, be useful for research onfine-grained classification, where additional expert knowledge aboutdistinctive object parts is often available. Images and annotations areavailable at: https://doi.org/10.5281/zenodo.5166987

WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges