unsplash/datasets resource

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

2777 stars · 142 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

The Unsplash Dataset is a collection of over 7.4 million high-quality photos with rich metadata including keywords, search queries, and camera information, released by Unsplash for research and machine learning. It comes in two tiers: a Lite dataset (~25k photos, commercially usable) and a Full dataset (non-commercial, access-request required).

Use cases

• train image classification models on labeled photos
• research visual search and semantic image retrieval
• build image search engines with real search query data
• analyze photography trends from camera and lens metadata
• train multimodal image-text models
• benchmark image quality and popularity prediction models

When to choose

• you need a large, openly licensed image dataset with real-world search and keyword metadata
• you want commercially usable image data for prototyping (Lite tier)
• you are researching semantic visual search beyond object detection

When to avoid

• you need commercial usage rights for the full 7.4M photo dataset
• you need user-level or personally identifiable data (never included)
• you need video or audio data
• you require a formal open-source license (the repo has none; usage is governed by separate terms)

Facets

dataset · maturity active

machine-learning search-engine image-processing data-science machine-learning computer-vision image-processing data-science photography python cross-platform image-dataset unsplash photo-metadata visual-search keywords research-dataset computer-vision-training search

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markdown · JSON · MCP: product_card(name="unsplash/datasets")