Kos1976/italian-doors-50-7-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 and Tuscan alleyways to ornate Renaissance facades, Gothic church entrances, medieval stone archways, Baroque doorways, and historic French academy gates.

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, France, and across Europe — no stock imagery, no synthetic generation
• Real locations: Shot across Italy (4), France (1), and broader Europe (45)
• Authentic weathering: 28 of 50 doors show genuine age, patina, and historical wear — not artificial distressing
• Material diversity: Predominantly aged wood (34), plus stone (8), wrought iron (7), and mixed materials (1)
• Architectural context: Doors 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

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📊 Dataset Statistics

Metric	Value
Total images	50
Primary subject	Doors (50)
Dominant material	Wood (34), Stone (8), Iron (7), Mixed (1)
Style distribution	Rustic (34), Vintage (15), Modern (1)
Condition	Weathered/Aged (28), New (13), Unknown (9)
Historical eras	Unknown (31), Ancient (9), Medieval (4), 21st Century (4), 19th Century (1), 20th Century (1)
Geographic coverage	Europe (45), Italy (4), France (1)
Color palette	Orange/terracotta (34), Red (33), Blue (10), Green (10), White (6), Neutral (5), Yellow (4), Brown (4), Gray (2), Black (2)
Keywords per image	~41 average (range: 40–43)
Description length	~263 characters average (range: 220–322)
Title length	~25 characters average (range: 19–33)
Format	JPEG (.jpg)
Metadata	Structured CSV with 13 fields

Detailed Color Distribution

Color	Frequency
Orange	34
Red	33
Blue	10
Green	10
White	6
Neutral	5
Yellow	4
Brown	4
Gray	2
Black	2

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🏷️ Metadata Schema

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

Field	Description	Example Values
filename	Image file name	20260602_112049.jpg · IMG (100).jpg
title	Commercial descriptive title (19–33 chars)	"Rustic Blue Church Door" · "Historic French Academy Entrance"
description	1–2 sentence narrative context (220–322 chars)	"A weathered blue wooden door set in an ornate stone frame..."
keywords	40–43 comma-separated tags	rustic, blue_door, church, stone_frame, latin_inscription...
category	Object classification	door
material	Primary construction material	wood · stone · iron · mixed
style	Architectural style	rustic · vintage · modern
condition	Physical state	weathered · new · unknown
color	Dominant color palette (comma-separated)	red, blue, orange · green, yellow, orange
era	Historical period	ancient · medieval · renaissance · baroque · 19th_century · 20th_century · 21st_century · unknown
location	Geographic region	Italy · France · Europe
author	Photographer	Konstantin Anikin
copyright	Rights holder	© 2026 Konstantin Anikin

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🎯 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, Gothic cathedrals.

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🖼️ Sample Images

Title	Material	Style	Condition	Era	Location
Rustic Blue Church Door	wood	rustic	weathered	ancient	Italy
Elegant Historical Doorway	iron	vintage	new	unknown	Europe
Historic French Academy Entrance	wood	vintage	new	unknown	France
Elegant Wooden Arched Doorway	wood	rustic	new	unknown	Europe
Retro Space-Themed Shopfront	iron	vintage	unknown	unknown	Europe
Ornate Wooden Doorway	wood	rustic	unknown	unknown	Europe
Elegant Theatre Entrance	stone	vintage	unknown	20th_century	Europe
Gothic Cathedral Entrance	wood	vintage	new	ancient	Europe
Historic Italian Building Facade	stone	vintage	new	unknown	Italy
Vintage Green Wooden Door	wood	rustic	weathered	unknown	Europe
Vintage Bicycle by Brick Wall	stone	rustic	weathered	unknown	Europe
Elegant Green Arched Doorway	iron	rustic	new	unknown	Europe
Elegant Arched Wooden Door	wood	vintage	new	unknown	Europe
Historic Courthouse Entrance	wood	rustic	weathered	unknown	Europe
Rustic Arched Wooden Door	wood	rustic	weathered	unknown	Europe
Rustic Wooden Doorway	wood	rustic	weathered	ancient	Europe
Historic Stone Facade with Arches	wood	rustic	new	medieval	Europe
Rustic Wooden Arched Door	wood	rustic	weathered	unknown	Italy
Vintage Arched Wooden Door	wood	rustic	weathered	unknown	Europe
Rustic Arched Wooden Door	wood	rustic	weathered	ancient	Italy

(Full previews available in the image files)

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📁 File Structure

european-doors-50/
├── 20260602_112049.jpg
├── 20260602_112759.jpg
├── 20260602_113525.jpg
├── 20260602_113755.jpg
├── IMG (8).jpg
├── IMG (22).jpg
├── IMG (25).jpg
├── IMG (27).jpg
├── IMG (29).jpg
├── IMG (37).jpg
├── IMG (45).jpg
├── IMG (46).jpg
├── IMG (48).jpg
├── IMG (61).jpg
├── IMG (65).jpg
├── IMG (69).jpg
├── IMG (74).jpg
├── IMG (77).jpg
├── IMG (79).jpg
├── IMG (82).jpg
├── IMG (89).jpg
├── IMG (91).jpg
├── IMG (100).jpg
├── IMG (103).jpg
├── IMG (115).jpg
├── IMG (120).jpg
├── IMG (123).jpg
├── IMG (126).jpg
├── IMG (128).jpg
├── IMG (131).jpg
├── IMG (137).jpg
├── IMG (141).jpg
├── IMG (143).jpg
├── IMG (149).jpg
├── IMG (152).jpg
├── IMG (168).jpg
├── IMG (199).jpg
├── IMG (205).jpg
├── IMG (230).jpg
├── IMG (246).jpg
├── IMG (269).jpg
├── IMG (291).jpg
├── IMG (318).jpg
├── IMG (353).jpg
├── IMG (356).jpg
├── IMG (360).jpg
├── IMG (368).jpg
├── IMG (371).jpg
├── IMG (390).jpg
├── IMG (542).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)

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📜 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

License Type	What's Included	Price
Academic / Research	Non-commercial use, citation required	Free
Commercial — Startup	1 AI model, up to 100K users	€200
Commercial — Business	Unlimited models, unlimited users	€500
Exclusive	Full ownership, dataset removed from public	€1,500

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

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

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📝 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, doorways, heritage, Europe, Italy, France, computer vision, generative AI}
}

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👤 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.

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Changelog

Version	Date	Changes
1.0	2026-06-13	Initial release — 50 images with full metadata

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Keywords for Discovery

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

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Last updated: June 2026