Kos1976/italian-doors-50-4

European Architectural Doors Dataset — 50 Authentic Details

📋 Description

Curated collection of 50 high-resolution photographs documenting authentic European architectural doors — from rustic Italian farmhouses and Tuscan alleyways to ornate Renaissance facades, Gothic church entrances, medieval stone archways, and Baroque 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

• —Authenticity: All photographs shot on-location in Italy and Europe — no stock imagery, no synthetic generation
• —Real locations: Shot across Italy (8) and broader Europe (42)
• —Authentic weathering: 34 of 50 doors show genuine age, patina, and historical wear — not artificial distressing
• —Material diversity: Predominantly aged wood (39), plus wrought iron (6) and stone (5) elements
• —Architectural context: Doors framed by stone archways, brick facades, stucco walls, marble columns, wrought iron grilles, and cobblestone streets
• —Rich metadata: 39–47 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 Design AI

Training data for room generation models (RoomGPT, Interior AI, Collov) — real door textures, proportions, and styles for authentic interior 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 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 Benchmarks

• —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 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, 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.

🖼️ Sample Images

(Full previews available in the image files)

📁 File Structure

european-doors-50/
├── IMG (1).jpg
├── IMG (6).jpg
├── IMG (13).jpg
├── IMG (14).jpg
├── IMG (17).jpg
├── IMG (20).jpg
├── IMG (21).jpg
├── IMG (28).jpg
├── IMG (33).jpg
├── IMG (42).jpg
├── IMG (44).jpg
├── IMG (51).jpg
├── IMG (53).jpg
├── IMG (55).jpg
├── IMG (56).jpg
├── IMG (57).jpg
├── IMG (58).jpg
├── IMG (59).jpg
├── IMG (62).jpg
├── IMG (71).jpg
├── IMG (72).jpg
├── IMG (78).jpg
├── IMG (83).jpg
├── IMG (88).jpg
├── IMG (90).jpg
├── IMG (101).jpg
├── IMG (107).jpg
├── IMG (114).jpg
├── IMG (117).jpg
├── IMG (121).jpg
├── IMG (125).jpg
├── IMG (129).jpg
├── IMG (140).jpg
├── IMG (146).jpg
├── IMG (147).jpg
├── IMG (151).jpg
├── IMG (165).jpg
├── IMG (185).jpg
├── IMG (186).jpg
├── IMG (187).jpg
├── IMG (188).jpg
├── IMG (190).jpg
├── IMG (193).jpg
├── IMG (194).jpg
├── IMG (2).jpg
├── IMG (203).jpg
├── IMG (207).jpg
├── IMG (210).jpg
├── IMG (211).jpg
├── IMG (213).jpg
├── photos_metadata.csv    # Full structured metadata for all 50 images
├── README.md              # This file
├── COMMERCIAL_LICENSE.md  # Commercial licensing terms (detailed)
└── LICENSE.txt            # License agreement (summary)

📜 Licensing

© 2026 Konstantin Anikin. All rights reserved.

This dataset is available under a custom commercial license. For commercial use, bulk licensing, or custom dataset requests, please contact the author.

Pricing

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

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

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

Last updated: June 2026