Kos1976/italian-doors-50-1-commercial

European Architectural Doors Dataset — 50 Authentic Details

📋 Description

Curated collection of 50 high-resolution photographs documenting authentic European architectural doors — from rustic Italian farmhouses to Greek stone archways, ornate church entrances, medieval gates, 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 (20), Greece (2), and broader Europe (28)
• —Authentic weathering: 38 of 50 doors show genuine age, patina, and historical wear — not artificial distressing
• —Material diversity: Predominantly aged wood (36), plus wrought iron (10) and stone (4) elements
• —Architectural context: Doors framed by stone archways, brick facades, stucco walls, marble columns, and cobblestone streets
• —Rich metadata: 44–49 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

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
• —Image captioning — rich descriptions and keyword tags for vision-language model training

Computer Vision

• —Object detection — door classification and architectural element detection
• —Material recognition — wood/stone/iron 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

Commercial Applications

• —Real estate visualization — authentic European property aesthetics
• —Game development — 3D texture generation for historical/fantasy environments
• —Travel & tourism AI — European heritage site recognition and generation
• —Stock photography curation — structured metadata for content management systems

🖼️ Sample Images

(Full previews available in the image files)

📁 File Structure

european-doors-50/
├── IMG (214).jpg
├── IMG (216).jpg
├── IMG (218).jpg
├── ... (50 JPEG files total)
├── photos_metadata.csv    # Full structured metadata for all 50 images
└── README.md              # This file

📜 Licensing

© 2026 Konstantin Anikin. All rights reserved.

Commercial licensing available. For commercial use, bulk licensing, or custom dataset requests, please contact the author.

📧 Contact: tehnomaster1973@gmail.com

📝 Citation

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

@dataset{european_architectural_doors_2026,
  author       = {Konstantin Anikin},
  title        = {European Architectural Doors Dataset — 50 Authentic Details},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/},
  keywords     = {architecture, doors, heritage, Europe, Italy, Greece, computer vision, generative AI}
}

👤 Author

Konstantin Anikin — photographer based in Europe

• —📸 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

Last updated: June 2026