Kos1976/italian-doors-49-1

Italian & European Doors Dataset — 49 Authentic Architectural Details

📋 Description

Curated collection of 49 high-resolution photographs documenting authentic Italian and European doors — from rustic Tuscan farmhouses to Venetian Gothic portals, medieval church entrances, and weathered village doorways.

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

• —Real locations: Shot across Italy (Tuscany, Venice, Florence, Rome region) and Europe
• —Authentic weathering: 47 of 49 doors show genuine age, patina, and historical wear — not artificial distressing
• —Material diversity: Predominantly aged wood (43), plus stone (3) and wrought iron (3) elements
• —Architectural context: Doors framed by stone archways, brick facades, stucco walls, and cobblestone streets
• —Rich metadata: 40–50 descriptive keywords per image + structured classification fields

📊 Dataset Statistics

🏷️ Metadata Schema

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

🎯 Recommended Use Cases

Generative AI & Diffusion Models

• —Interior design AI — training data for room 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

Computer Vision

• —Object detection — door/window classification benchmarks
• —Material recognition — wood/stone/iron texture classification
• —Style transfer — rustic/vintage architectural style embeddings
• —Color analysis — Mediterranean/Italian heritage color palette extraction

Commercial Applications

• —Real estate visualization — authentic European property aesthetics
• —Game development — 3D texture generation for historical/fantasy environments
• —Travel & tourism AI — Italian heritage site recognition and generation

🖼️ Sample Images

(Full previews available in the `images/` folder)

📁 File Structure

italian-doors-49/
├── images/
│   ├── 20260508_080453.jpg
│   ├── IMG (104).jpg
│   ├── IMG (12).jpg
│   └── ... (49 JPEG files)
├── metadata.csv          # Full structured metadata for all 49 images
└── README.md             # This file

📜 Licensing

Commercial licensing available.

This dataset is available under flexible licensing terms tailored to your use case.

Pricing

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

📧 Contact: tehnomaster1973@gmail.com

---### Payment

• —PayPal, Wise, or bank transfer
• —Invoice provided for business clients
• —Crypto (USDT, BTC) accepted

📝 Citation

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

@dataset{italian_european_doors_2026,
  author       = {Konstantin Anikin},
  title        = {Italian and European Doors Dataset — 49 Authentic Architectural Details},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/Kos1976/italian-doors-49-1},
  keywords     = {architecture, doors, heritage, Italy, Europe, computer vision, generative AI}
}

👤 Author

Konstantin Anikin — photographer and mechanic based in Italy

• —📸 Contributing photographer on Shutterstock, Adobe Stock, Dreamstime, Depositphotos, 123RF
• —🏗️ Specializing in architectural photography, industrial details, and heritage documentation
• —🤖 Building curated training datasets for generative AI and computer vision

Last updated: May 2026