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

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📊 Dataset Statistics

Metric	Value
Total images	50
Primary subject	Doors (50)
Dominant material	Wood (36), Iron (10), Stone (4)
Style distribution	Rustic (33), Vintage (16), Baroque (1)
Condition	Weathered/Aged (38), Unknown (12)
Historical eras	Ancient (21), Medieval (2), Baroque (2), Unknown (25)
Geographic coverage	Europe (28), Italy (20), Greece (2)
Color palette	Red/orange terracotta (dominant), Green, Brown, White/cream, Gray, Blue, Yellow, Black, Pink, Neutral
Keywords per image	~46 average (range: 44–49)
Description length	~270 characters average (range: 210–368)
Title length	~33 characters average (range: 21–47)
Format	JPEG (.jpg)
Metadata	Structured CSV with 13 fields

Detailed Color Distribution

Color	Frequency
Red	43
Orange	39
Green	25
Brown	20
White	14
Blue	12
Gray	11
Yellow	7
Black	3
Pink	2
Neutral	1

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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	IMG (214).jpg
title	Commercial descriptive title (21–47 chars)	"Old Wooden Door with Stone Arch"
description	1–2 sentence narrative context (210–368 chars)	"A grand, weathered wooden double door is framed by a rustic stone archway..."
keywords	44–49 comma-separated tags	door, wood, stone, arch, vintage, old, entryway, entrance, architecture...
category	Object classification	door
material	Primary construction material	wood · iron · stone
style	Architectural style	rustic · vintage · baroque
condition	Physical state	weathered · unknown
color	Dominant color palette (comma-separated)	red, green, orange, brown, gray · brown, gray
era	Historical period	ancient · medieval · baroque · unknown
location	Geographic region	Italy · Greece · Europe
author	Photographer	Konstantin Anikin
copyright	Rights holder	© 2026 Konstantin Anikin

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🎯 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

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🖼️ Sample Images

Title	Material	Style	Condition	Era	Location
Old Wooden Door with Stone Arch	wood	rustic	weathered	ancient	Italy
Grand Wooden Double Door Entrance	wood	vintage	unknown	ancient	Italy
Old Teal Door with Stone Frame	wood	rustic	weathered	unknown	Italy
Grand Entrance, Roman Architecture	stone	vintage	unknown	ancient	Italy
Ornate Wooden Door with Gargoyle Accent	wood	vintage	weathered	medieval	Europe
Elegant Wooden Double Doors with Marble Accents	wood	vintage	unknown	unknown	Europe
Ornate Green Studded Double Door	wood	rustic	weathered	ancient	Italy
Grand Teal Double Door Archway	stone	rustic	weathered	ancient	Italy
Grand Archway with Green Double Doors	stone	vintage	weathered	ancient	Europe
Ornate Wooden Double Doorway	wood	rustic	weathered	unknown	Europe
Rustic Italian Doorway with Flowers	wood	rustic	weathered	unknown	Italy
Orange Tuscan Facade With Green Shutters	wood	rustic	weathered	unknown	Italy
Rustic Wooden Door with Lion Knockers	wood	rustic	weathered	unknown	Italy
Decaying Arched Doorway Exterior	iron	vintage	weathered	unknown	Europe
Rustic Blue Metal Door with Frosted Glass	iron	rustic	weathered	unknown	Europe
Ornate Bronze Cathedral Doors	iron	vintage	weathered	ancient	Italy
Ornate Wooden Church Doors with Mosaic Arch	wood	baroque	weathered	ancient	Europe
Ornate Classic Building Entrance Facade	wood	vintage	unknown	baroque	Europe
Rustic Red Metal Door with Lattice Window	iron	rustic	weathered	ancient	Europe
Arched Wooden Door & Green Shutters	wood	rustic	weathered	unknown	Europe
Heavy Blue Steel Barred Door	iron	vintage	unknown	unknown	Europe
Rustic Red Brick Doorway	stone	rustic	weathered	unknown	Europe
Rustic Wooden Door with Lock	wood	rustic	weathered	unknown	Europe
Wrought Iron Door with Ring Handle	iron	rustic	weathered	unknown	Europe
Ornate Archway with Rustic Green Double Doors	iron	rustic	weathered	baroque	Europe
Rustic Wooden Gates and Windows	wood	rustic	unknown	medieval	Europe
Rustic Wooden Door on White Wall	wood	rustic	weathered	unknown	Europe
Grand Entrance with Symmetrical Doors	wood	vintage	unknown	unknown	Europe
Ornate Wrought Iron Doors on White Wall	iron	rustic	unknown	ancient	Europe
Weathered Red Wood Door	wood	rustic	weathered	unknown	Europe
Vintage Ornate Wooden Doorway With Brickwork	wood	rustic	weathered	unknown	Europe
Rustic Garage Door and Brick Wall	wood	rustic	weathered	unknown	Europe
Rustic Green Double Door with Graffiti	wood	rustic	weathered	unknown	Europe
Ancient Stone Archway with Wooden Door	wood	rustic	weathered	ancient	Greece
Rustic Blue Door, Peeling Paint	wood	rustic	weathered	unknown	Europe
Vibrant Orange Door with Brass Mailbox	iron	vintage	unknown	unknown	Europe
Ornate Ancient Wooden Doorway	wood	vintage	weathered	ancient	Greece
Ornate Wooden Double Door	wood	vintage	unknown	unknown	Italy
Ornate Wrought Iron Doorway Vintage	iron	vintage	weathered	unknown	Europe
Old World Tuscan Doorway	wood	rustic	weathered	ancient	Italy
Gothic Cathedral Facade Ornate Entrance	wood	vintage	unknown	ancient	Italy
Rustic Green Door on Stone Wall	wood	rustic	weathered	ancient	Italy
Rustic Arched Wooden Doorway	wood	rustic	weathered	ancient	Italy
Ornate Historic Wooden Doors	wood	vintage	unknown	ancient	Italy
Rustic Wooden Door with Vine	wood	rustic	weathered	unknown	Italy
Rustic Stone Wall with Old Wooden Door	wood	rustic	weathered	ancient	Italy
Old Green Arched Door	wood	rustic	weathered	ancient	Italy
Rustic Italian Old Door Facade	wood	rustic	weathered	ancient	Italy
Rustic Teal Doorway, Stone Wall	wood	rustic	weathered	ancient	Europe
Old Teal Wooden Double Door	wood	rustic	weathered	unknown	Europe

(Full previews available in the image files)

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📁 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

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📜 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

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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, heritage, Europe, Italy, Greece, computer vision, generative AI}
}

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👤 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

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Last updated: June 2026