Kos1976/old-windows-doors-48-6

European Architectural Details Dataset — 48 Authentic Heritage Shots

📋 Description

Curated collection of 48 high-resolution photographs documenting authentic European architectural details — rustic windows with wooden shutters, ornate stone facades, wrought-iron grilles, weathered doors, historic archways, and charming building exteriors shot across Italy and Europe.

Each image includes comprehensive CSV metadata with 13 classification fields optimized for machine learning pipelines, generative AI training, and computer vision benchmarks.

What makes this dataset unique

• —Authenticity: All photographs shot on-location in Italy and Europe — no stock imagery, no synthetic generation
• —Real locations: Shot across Italy (4) and broader Europe (44)
• —Authentic weathering: 27 of 48 images show genuine age, patina, and historical wear — not artificial distressing
• —Material diversity: Predominantly aged wood (20), plus stone (15), wrought iron (9), mixed materials (3), and glass (1)
• —Architectural context: Details framed by stone archways, brick facades, stucco walls, marble columns, wrought iron grilles, and cobblestone streets
• —Rich metadata: ~41 descriptive keywords per image + structured classification fields
• —No missing data: All 13 metadata fields are fully populated for every image

📊 Dataset Statistics

Detailed Color Distribution

🏷️ Metadata Schema

Each image is accompanied by detailed metadata in photos_metadata.csv:

🎯 Recommended Use Cases

🏠 Interior & Exterior Design AI

Training data for room generation models (RoomGPT, Interior AI, Collov) — real window textures, shutter styles, facade proportions, and architectural details for authentic visualization.

🏛️ Architectural Visualization

Reference library for 3D artists and architects working on heritage restoration, historical reconstructions, or European-style architectural projects.

🎨 Generative AI & Diffusion Models

• —Interior/exterior design AI — training data for architectural generation (RoomGPT, Interior AI, Midjourney architectural styles)
• —Architectural visualization — texture references and style anchors for 3D rendering pipelines
• —Heritage preservation — authentic patina, weathering patterns, and material aging for restoration AI
• —Image captioning — rich descriptions and keyword tags for vision-language model training

📐 Computer Vision Benchmarks

• —Object detection — window/door classification and architectural element detection
• —Material recognition — wood/stone/iron/glass texture classification
• —Multi-label classification — color, style, era, and condition prediction
• —Style transfer — rustic/vintage/baroque architectural style embeddings
• —Color analysis — Mediterranean/European heritage color palette extraction

🧱 3D Texture Generation

Photogrammetry and NeRF training input for creating realistic PBR textures of weathered wood, aged stone, wrought iron, stained glass, and historic masonry.

📸 Stock Photography & Editorial

Curated visual reference for travel, architecture, and lifestyle editorial content.

🎮 Game Development

3D texture generation for historical/fantasy environments — medieval castles, Renaissance cities, rustic villages, Gothic cathedrals.

🖼️ Sample Images

(Full previews available in the image files)

📁 File Structure

european-architectural-details-48/
├── IMG (4).jpg
├── IMG (10).jpg
├── IMG (92).jpg
├── IMG (99).jpg
├── IMG (118).jpg
├── ... (48 JPEG files total)
├── photos_metadata.csv    # Full structured metadata for all 48 images
├── README.md              # This file
├── COMMERCIAL_LICENSE.md  # Commercial licensing terms
└── LICENSE.txt            # License agreement

📜 Licensing

© 2026 Konstantin Anikin. All rights reserved.

This dataset is available under a custom license. Commercial licensing is available for different use cases.

Pricing

Custom licensing available upon request. Bulk discounts for 3+ datasets.

📧 Contact: tehnomaster1973@gmail.com Subject: Commercial License Request — European Architectural Details Dataset

📝 Citation

If you use this dataset in your research or project, please cite:

@dataset{european_architectural_details_2026,
  author       = {Konstantin Anikin},
  title        = {European Architectural Details Dataset — 48 Authentic Heritage Shots},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/},
  keywords     = {architecture, windows, doors, facades, shutters, heritage, Europe, Italy, computer vision, generative AI}
}

👤 Author

Konstantin Anikin — photographer and mechanic based in Italy

• —🔗 Shutterstock: [https://www.shutterstock.com/g/kos1976]
• —🔗 Amazon KDP: [https://www.amazon.com/author/darkacademia]
• —📸 Contributing photographer on Shutterstock, Adobe Stock, Dreamstime, Depositphotos, 123RF
• —🏗️ Specializing in architectural photography, heritage documentation, and industrial details
• —🤖 Building curated training datasets for generative AI and computer vision

Passionate about documenting European architectural heritage through authentic, unfiltered photography. This dataset represents hundreds of hours of on-location shooting across Italian villages, historic city centers, and forgotten countryside estates.

Changelog

Keywords for Discovery

architecture, windows, doors, facades, shutters, entryways, archways, historical buildings, Italian heritage, European architecture, rustic, vintage, baroque, weathered wood, stone masonry, wrought iron, stained glass, church windows, medieval, Renaissance, Gothic, Tuscan, Mediterranean, texture, patina, architectural details, facade, travel photography, generative AI training, computer vision dataset, 3D textures, interior design AI, heritage preservation

Last updated: June 2026