Unsplash Lite Image Collection with 25k Photos

The Unsplash Lite dataset contains 25,000 images contributed by over 250,000 global photographers. It is sourced from hundreds of millions of searches across diverse contexts, enabling research and learning opportunities.

Use Cases

• Train image classification models using the diverse semantic content from hundreds of millions of searches.
• Analyze global photographic trends and styles using data from over 250,000 contributing photographers.
• Develop search and recommendation systems leveraging the breadth of intent and semantics contained within the dataset.

Strengths

• Contains 25,000 images for commercial and noncommercial use.
• Sourced from contributions by over 250,000 global photographers.
• Data originates from hundreds of millions of user searches.

Limitations

• Limited to 25,000 images in the Lite version, which is a subset of the full Unsplash collection.
• Specific columnar metadata, file formats, and image dimensions are not detailed in the provided input.
• The dataset was last updated in November 2021, which may limit its recency for certain applications.

Provenance

Source

Unsplash, via Hugging Face user 'image-search-2'.

Collection Method

Aggregated from contributions by photographers and user search data on the Unsplash platform.

Freshness

Last updated 2021-11-19.

Geography

Global, based on contributing photographers.