Kos1976/1-flowers-50-commercial

Botanical Photo Dataset — 50 Plant & Flower Images

📋 Description

Curated collection of 50 high-resolution photographs documenting diverse botanical subjects — from vibrant wildflowers and delicate orchids to conifer branches, succulents, seedlings, and seasonal foliage. Each image captures authentic plant life in natural and garden settings across different seasons and lighting conditions.

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 natural and garden settings — no synthetic generation
• Diversity: 10 distinct plant types including wildflowers, orchids, trees, daisies, marigolds, succulents, lilies, poppies, and shrubs
• Seasonal coverage: Spring blooms (44), winter frost scenes (2), summer wildflowers (2), autumn foliage (1)
• Life stage variety: Full bloom (35), dormant/winter state (3), buds (2), seedlings (2), unknown (8)
• 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	50
Primary categories	Flower (38), Leaf (10), Stem (2)
Plant types	Wildflower (10), Marigold (8), Tree (8), Daisy (7), Orchid (7), Shrub (3), Cactus/Succulent (2), Lily (1), Poppy (1), Unknown (3)
Life stages	Bloom (35), Unknown (8), Dormant (3), Bud (2), Seedling (2)
Habitats	Garden (48), Alpine (1), Indoor (1)
Seasons	Spring (44), Winter (2), Summer (2), Autumn (1), Unknown (1)
Lighting	Sunlight (24), Natural (19), Overcast (6), Artificial (1)
Mood	Vibrant (28), Serene (16), Romantic (4), Wild (2)
Composition	Macro (49), Landscape (1)
Color palette	Brown (50), Green (37), Yellow (19), Red (13), White (13), Blue (11), Orange (8), Pink (7), Purple (5), Multicolor (1)
Keywords per image	~42 average (range: 38–44)
Description length	~289 characters average (range: 251–345)
Title length	~29 characters average (range: 23–37)
Format	JPEG (.jpg)
Metadata	Structured CSV with 15 fields

Detailed Color Distribution

Color	Frequency
Brown	50
Green	37
Yellow	19
Red	13
White	13
Blue	11
Orange	8
Pink	7
Purple	5
Multicolor	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	_MG_ (1).jpg · _MG_ (25).jpg
title	Commercial descriptive title (23–37 chars)	"Vibrant Yellow and Orange Wildflowers" · "Frost-Covered Pine Branch in Winter"
description	1–2 sentence narrative context (251–345 chars)	"A captivating image of vibrant yellow and orange wildflowers in full bloom..."
keywords	38–44 comma-separated tags	wildflowers, yellow_flowers, calendula, full_bloom, bee, pollination, nature...
category	Subject classification	flower · leaf · stem
plant_type	Botanical type	marigold · orchid · tree · daisy · wildflower · cactus · shrub · lily · poppy · unknown
life_stage	Growth phase	bloom · bud · seedling · dormant · unknown
habitat	Growing environment	garden · alpine · indoor
color	Dominant color palette (comma-separated)	orange, yellow, green, brown · red, green, blue, white, brown
season	Time of year	spring · summer · autumn · winter · unknown
lighting	Light conditions	sunlight · natural · overcast · artificial
mood	Emotional tone	vibrant · serene · romantic · wild
composition	Photographic style	macro · landscape
author	Photographer	Konstantin Anikin
copyright	Rights holder	© 2026 Konstantin Anikin

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🎯 Recommended Use Cases

🌸 Generative AI & Diffusion Models

• Floral and botanical image generation — training data for plant and flower synthesis models
• Seasonal scene generation — spring blooms, winter frost, autumn foliage
• Macro photography style transfer — realistic depth-of-field and natural lighting patterns
• Color palette extraction — natural flower and plant color harmonies for design AI

🔬 Computer Vision Benchmarks

• Plant species identification — multi-class classification across 10+ plant types
• Flower detection — object detection and localization in natural settings
• Life stage classification — bloom vs. bud vs. dormant state prediction
• Color analysis — dominant color extraction and seasonal palette mapping
• Multi-label classification — category, plant type, season, and mood prediction

🌿 Botanical Research & Education

• Plant morphology studies — detailed macro captures of petals, leaves, stems, and buds
• Pollination ecology — bee and insect interactions with flowering plants
• Seasonal change documentation — growth stages from seedling to bloom to dormancy
• Horticultural reference — garden plant identification and care guides

🎨 Design & Creative Applications

• Floral pattern and textile design — natural flower forms and color combinations
• Botanical illustration reference — accurate plant structures for artists
• Interior and garden design AI — plant visualization for landscaping projects
• Stock photography — curated nature and botanical editorial content

🧬 Agricultural & Environmental AI

• Crop health monitoring — leaf and plant condition assessment
• Biodiversity tracking — wildflower and native plant identification
• Climate impact studies — seasonal bloom timing and plant adaptation

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🖼️ Sample Images

Title	Plant Type	Life Stage	Season	Habitat	Mood	Lighting
Vibrant Yellow and Orange Wildflowers	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Close-up of Green Budding Stem	Cactus	Bud	Spring	Garden	Vibrant	Natural
Jade Plant with Feng Shui Coin	Cactus	Unknown	Unknown	Garden	Serene	Natural
White Blossoms on Spring Branch	Tree	Bloom	Spring	Garden	Serene	Sunlight
Autumn Maple Leaves in Sunlight	Tree	Dormant	Autumn	Garden	Vibrant	Sunlight
Pine Tree with New Cones	Tree	Unknown	Spring	Garden	Vibrant	Sunlight
Lush Green Pine Branches	Tree	Unknown	Spring	Garden	Serene	Sunlight
Close-up of White Daisies	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Pink Lupine Flower Spike	Tree	Bloom	Spring	Garden	Vibrant	Overcast
Bumblebee on Allium Flower	Wildflower	Bloom	Spring	Garden	Vibrant	Sunlight
Purple Aster Wildflowers in Bloom	Daisy	Bloom	Spring	Garden	Serene	Sunlight
Close-up of Orchid Petals	Orchid	Bloom	Spring	Garden	Vibrant	Artificial
Ripe Red Currants on Branch	Unknown	Unknown	Spring	Garden	Vibrant	Sunlight
Vibrant Orange Lily Blossom	Lily	Bloom	Spring	Garden	Vibrant	Sunlight
Blue Honeysuckle Berries on Branch	Shrub	Unknown	Summer	Garden	Vibrant	Natural
Vibrant Blue Cornflower Close-Up	Wildflower	Bloom	Spring	Garden	Vibrant	Sunlight
Close-up of Dill Flowers	Wildflower	Bloom	Spring	Garden	Vibrant	Natural
Yellow Marigold in Bloom	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Bright Yellow Marigold Blossom	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Orange Calendula Flower	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight

(Full previews available in the image files)

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📁 File Structure

botanical-photos-50/
├── _MG_ (1).jpg
├── _MG_ (2).jpg
├── _MG_ (3).jpg
├── _MG_ (4).jpg
├── _MG_ (5).jpg
├── _MG_ (6).jpg
├── _MG_ (7).jpg
├── _MG_ (8).jpg
├── _MG_ (9).jpg
├── _MG_ (10).jpg
├── _MG_ (11).jpg
├── _MG_ (12).jpg
├── _MG_ (13).jpg
├── _MG_ (14).jpg
├── _MG_ (15).jpg
├── _MG_ (16).jpg
├── _MG_ (17).jpg
├── _MG_ (18).jpg
├── _MG_ (19).jpg
├── _MG_ (20).jpg
├── _MG_ (21).jpg
├── _MG_ (22).jpg
├── _MG_ (23).jpg
├── _MG_ (24).jpg
├── _MG_ (25).jpg
├── _MG_ (26).jpg
├── _MG_ (27).jpg
├── _MG_ (28).jpg
├── _MG_ (29).jpg
├── _MG_ (30).jpg
├── _MG_ (31).jpg
├── _MG_ (32).jpg
├── _MG_ (33).jpg
├── _MG_ (34).jpg
├── _MG_ (35).jpg
├── _MG_ (36).jpg
├── _MG_ (37).jpg
├── _MG_ (38).jpg
├── _MG_ (39).jpg
├── _MG_ (40).jpg
├── _MG_ (41).jpg
├── _MG_ (42).jpg
├── _MG_ (43).jpg
├── _MG_ (44).jpg
├── _MG_ (45).jpg
├── _MG_ (46).jpg
├── _MG_ (47).jpg
├── _MG_ (48).jpg
├── _MG_ (49).jpg
├── _MG_ (50).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 the Apache 2.0 License for open-source and research use. For commercial licensing, bulk usage, or custom dataset requests, please contact the author.

Pricing

License Type	What's Included	Price
Academic / Research / Open Source	Non-commercial use, citation required	Free (Apache 2.0)
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 — Botanical Photos Dataset

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📝 Citation

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

@dataset{botanical_photos_2026,
  author       = {Konstantin Anikin},
  title        = {Botanical Photo Dataset — 50 Plant and Flower Images},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/},
  keywords     = {botany, flowers, plants, nature, wildflowers, garden, macro photography, 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 botanical photography, nature documentation, and macro details
• 🤖 Building curated training datasets for generative AI and computer vision

Passionate about documenting the beauty of plant life through authentic, unfiltered photography. This dataset represents hundreds of hours of shooting in gardens, meadows, and natural habitats — capturing everything from delicate orchid petals to frost-covered pine branches.

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Changelog

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

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Keywords for Discovery

botany, flowers, plants, nature, flora, wildflowers, garden, macro photography, botanical photography, plant identification, ecology, biodiversity, spring blooms, succulents, orchids, conifers, daisies, marigolds, lilies, poppies, pollination, seasonal foliage, horticulture, computer vision dataset, generative AI training, flower recognition, plant classification, natural beauty, botanical illustration, floral design, garden design, nature photography, macro, close-up, plant life, blooming, seedlings, dormant, winter frost, autumn leaves

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Last updated: June 2026