Category and family browsing
The catalog is organized into named categories and families, making it easier to browse related items such as historical architecture, furniture, materials, or modern interiors.
Borne
Borne is a curated image licensing platform and visual database for architecture, interiors, landscape, art, and design objects. It also offers a full dataset licence and open API tools for teams working with structured visual data.
What Borne is
Borne is a curated visual database and licensing platform for images across architecture, interiors, landscape, art, and design objects. The site presents the catalog as “split by era and captioned by hand,” with both individual image licensing and a full-database option for AI training.
It serves two overlapping workflows: people who want to browse and license specific images, and teams that need structured visual data for machine-learning work. The API documentation also shows open search and browse endpoints, while the dataset page describes a rights-cleared bulk licence with captions, keywords, and per-asset metadata.
Core features
Searchable API endpoints
The API exposes open search and browse endpoints with filters like query, category, family, orientation, limit, and offset, so users can search without an API key.
Hand-captioned asset metadata
The dataset page describes every asset as individually reviewed, captioned, keyworded, and structured, which supports both human browsing and ML workflows.
Catalog assistant
The assistant accepts shopping prompts by category, style, and budget, then pulls matching items from the catalog.
Bulk dataset delivery
The dataset licence includes all 1,040 assets in full resolution, unwatermarked originals, and a complete JSON metadata sidecar for bulk use.
Separate single-image and dataset licensing
The API docs show a purchase flow for single images and a separate purchase flow for the full database, both routed through checkout.
Common ways to use Borne
Find a specific image to license
Browse by category, style, or budget when looking for a specific visual reference or a product-like object from the catalog.
Search and filter at the API level
Use the open API to search by query, category, family, or orientation when building a programmatic discovery workflow.
Prepare data for ML workflows
Download the full database with captions, keywords, and structured metadata for training, fine-tuning, or synthetic derivation.
Narrow choices with the assistant
Ask the assistant for catalog suggestions when you want a guided shopping-style search across items already on the site.
Evaluate dataset fit before purchase
Review manifests and sample records before buying when you need to confirm scope, structure, or fit for a project.
Pros and Cons
Pros
- Curated across several useful visual domains, including architecture, interiors, furniture, materials, and art-related categories.
- Offers both single-image licensing and a bulk dataset licence, so it can support individual use and larger ML projects.
- Provides structured metadata such as captions, keywords, attributes, and technical fields for each asset.
- API browsing and search are open and do not require an API key, which lowers the barrier to evaluation.
- The dataset page describes a single bulk download with instant delivery on payment.
Cons
- The public pages provide only partial detail on workflow tooling, integrations, and team collaboration features.
- Pricing and license terms are split across pages, so buyers may need to review the dataset and API pages carefully before purchase.
FAQ
How do I license images from Borne?
Single-image licensing is available through the checkout flow for individual image pages, and the dataset page also notes a full database licence for AI training. The site’s assistant and API can help you find catalog items before you buy.
Do I need an API key to use Borne’s search and browse endpoints?
The API docs state that browsing and search are open and require no API key. You can query images, browse categories, inspect dataset manifest data, and fetch sample records without authentication.
What does the full dataset licence include?
The dataset page says the full database licence is perpetual, non-exclusive, and worldwide, and it permits training, fine-tuning, and synthetic derivation. It is delivered as a single bulk download with metadata sidecar files.
What is the Borne assistant for?
The assistant is designed to help shoppers by category, style, and budget, and it pulls from the catalog to suggest relevant items. Example prompts on the page include furniture under a budget, watches, art prints, and leather goods.
Who is Borne best suited for?
The site frames Borne as a curated visual database spanning categories such as architecture, interiors, landscape, art, and design objects. The dataset and API pages show that it is also organized for machine-learning use with captions, keywords, and structured metadata.
Quick Facts
- Product type
- Licensed image database and AI dataset
- Primary use
- Browsing, licensing, and dataset acquisition
- Source domain
- bornesociety.com
- Catalog size
- 1,040 images
- Dataset licence
- $17,500, one-time, perpetual, non-exclusive, worldwide
- Single-image price
- $18 per image on the site
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