Kos1976/old-windows-48-5

European Architectural Details Dataset — 48 Authentic Heritage Shots

📋 Description

Curated collection of 48 high-resolution photographs documenting authentic European architectural details — rustic windows with wooden shutters, ornate stone facades, wrought-iron grilles, weathered doors, and charming building exteriors shot across Italy and Europe.

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 (2) and broader Europe (46)
• Authentic weathering: 31 of 48 images show genuine age, patina, and historical wear — not artificial distressing
• Material diversity: Predominantly aged wood (24), plus stone (12), wrought iron (6), and mixed materials (6)
• Architectural context: Windows framed by stone archways, brick facades, stucco walls, marble columns, wrought iron grilles, and cobblestone streets
• Rich metadata: ~42 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	48
Primary subjects	Windows (10), Doors (35), Architecture/Facades (3)
Dominant material	Wood (24), Stone (12), Iron (6), Mixed (6)
Style distribution	Rustic (35), Vintage (12), Modern (1)
Condition	Weathered/Aged (31), New (5), Unknown (12)
Historical eras	Ancient (1), Medieval (2), Baroque (1), 19th Century (0), 20th Century (4), 21st Century (2), Unknown (38)
Geographic coverage	Europe (46), Italy (2)
Color palette	Orange/terracotta (36), Red (34), Blue (14), Green (11), White (9), Yellow (6), Brown (4), Gray (3), Black (2), Neutral (2)
Keywords per image	~42 average (range: 40–44)
Description length	~262 characters average (range: 209–310)
Title length	~26 characters average (range: 19–32)
Format	JPEG (.jpg)
Metadata	Structured CSV with 13 fields

Detailed Color Distribution

Color	Frequency
Orange	36
Red	34
Blue	14
Green	11
White	9
Yellow	6
Brown	4
Gray	3
Black	2
Neutral	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	IMG (124).jpg
title	Commercial descriptive title (19–32 chars)	"Historic Stone Window"
description	1–2 sentence narrative context (209–310 chars)	"A rustic, arched stone window with iron bars set in a weathered stone wall..."
keywords	40–44 comma-separated tags	historic, stone, window, arched, iron_bars, weathered, architecture...
category	Object classification	door · window · architecture
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, orange · blue, yellow, orange
era	Historical period	ancient · medieval · baroque · 20th_century · 21st_century · unknown
location	Geographic region	Italy · 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 window textures, shutter styles, and facade proportions for authentic interior and exterior 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/exterior design AI — training data for architectural 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 — window/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.

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🖼️ Sample Images

Title	Material	Style	Condition	Era	Location
Historic Stone Window	iron	rustic	weathered	ancient	Europe
Historic Theatre Facade	stone	vintage	new	unknown	Italy
Elegant Yellow Facade	mixed	vintage	unknown	21st_century	Europe
Rustic Brick Wall Window	iron	rustic	weathered	medieval	Europe
Rustic Window with Flowers	wood	rustic	weathered	unknown	Europe
Historic Wall with Plaques	stone	rustic	weathered	medieval	Europe
Rustic Wooden Shuttered Window	wood	rustic	weathered	unknown	Europe
Colourful Window with Shutters	mixed	rustic	unknown	unknown	Europe
Abandoned Baroque Building	stone	vintage	weathered	baroque	Europe
Vintage Wooden Shutters	wood	rustic	weathered	unknown	Europe
Frosty Wooden Window Frame	wood	rustic	weathered	unknown	Europe
Rustic Green Window Frames	wood	rustic	weathered	unknown	Europe
Vintage Wooden Window Shutters	wood	rustic	unknown	unknown	Europe
Rustic Wooden Shutters	wood	rustic	weathered	unknown	Europe
Rustic Weathered Window	wood	rustic	weathered	unknown	Europe
Ornate Vintage Window Facade	stone	vintage	weathered	20th_century	Europe
Vintage Wooden Shuttered Window	wood	rustic	weathered	unknown	Europe
Rustic Wooden Window Shutters	wood	rustic	unknown	unknown	Europe
Rustic Green Window Shutters	wood	rustic	weathered	unknown	Europe
Rustic Wooden Shuttered Windows	wood	rustic	weathered	unknown	Europe

(Full previews available in the image files)

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📁 File Structure

european-architectural-details-48/
├── IMG (9).jpg
├── IMG (80).jpg
├── IMG (93).jpg
├── IMG (98).jpg
├── IMG (124).jpg
├── ... (48 JPEG files total)
├── photos_metadata.csv    # Full structured metadata for all 48 images
├── README.md              # This file
└── COMMERCIAL_LICENSE.md  # Commercial licensing terms

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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.

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

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📝 Citation

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

@dataset{european_architectural_details_2026,
  author       = {Konstantin Anikin},
  title        = {European Architectural Details Dataset — 48 Authentic Heritage Shots},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/},
  keywords     = {architecture, windows, doors, facades, heritage, Europe, Italy, 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	2026-06-03	Initial release — 48 images with full metadata

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Keywords for Discovery

architecture, windows, doors, facades, shutters, entryways, historical buildings, Italian heritage, European architecture, rustic, vintage, weathered wood, stone masonry, wrought iron, church windows, medieval, Renaissance, baroque, Tuscan, Gothic, 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