Kos1976/3-flowers-50-commercial

Botanical Photo Dataset — 50 Plant, Flower & Leaf Images

📋 Description

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

Every 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: 16 distinct plant types including daisies, trees, orchids, wildflowers, herbs, grasses, moss, roses, marigolds, lilacs, and more
• Subject variety: Flowers (36), leaves (10), stems (4)
• Seasonal coverage: Spring blooms (46), autumn foliage (2), winter scenes (1), summer wildflowers (1)
• Life stage variety: Full bloom (28), buds (8), unknown (6), seedlings (3), mature fruit (2), dormant (2), wilt (1)
• Rich metadata: ~40 descriptive keywords per image + structured classification fields
• No missing data: All 13 metadata fields are fully populated for every image

---

📊 Dataset Statistics

Metric	Value
Total images	50
Primary categories	Flower (36), Leaf (10), Stem (4)
Plant types	Daisy (17), Tree (5), Orchid (4), Unknown (4), Wildflower (3), Herb (3), Grass (2), Moss (2), Rose (2), Marigold (2), Lilac (1), Fruit tree (1), Geranium (1), Lavender (1), Vegetable (1), Cactus/Succulent (1)
Life stages	Bloom (28), Bud (8), Unknown (6), Seedling (3), Mature (2), Dormant (2), Wilt (1)
Habitats	Garden (45), Wild (3), Agricultural (2)
Seasons	Spring (46), Autumn (2), Winter (1), Summer (1)
Lighting	Sunlight (41), Overcast (8), Shade (1)
Mood	Vibrant (26), Serene (24)
Composition	Macro (48), Pattern (1), Landscape (1)
Color palette	Brown (50), Green (43), Yellow (27), Red (27), Orange (13), Pink (13), Purple (10), White (9), Black (7), Blue (5), Multicolor (4), Gray (2)
Keywords per image	~40 average
Description length	~290 characters average
Title length	~36 characters average
Format	JPEG (.jpg)
Metadata	Structured CSV with 15 fields

Detailed Color Distribution

Color	Frequency
Brown	50
Green	43
Yellow	27
Red	27
Orange	13
Pink	13
Purple	10
White	9
Black	7
Blue	5
Multicolor	4
Gray	2

---

🏷️ Metadata Schema

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

Field	Description	Example Values
filename	Image file name	IMG_ (1).jpg · IMG_ (50).jpg
title	Commercial descriptive title	"Vibrant Purple Aster Bloom and Buds" · "Ripening Olives on a Sunlit Tree"
description	1–2 sentence narrative context	"A captivating close-up of a vibrant purple Aster flower..."
keywords	35–45 comma-separated tags	aster, flower, purple, bloom, natural_light, macro, garden...
category	Subject classification	flower · leaf · stem
plant_type	Botanical type	daisy · orchid · tree · herb · grass · moss · rose · marigold · wildflower · cactus · unknown
life_stage	Growth phase	bloom · bud · seedling · dormant · mature · wilt · unknown
habitat	Growing environment	garden · wild · agricultural
color	Dominant color palette (comma-separated)	purple, yellow, green, brown · red, orange, yellow, green, brown
season	Time of year	spring · summer · autumn · winter · unknown
lighting	Light conditions	sunlight · overcast · shade
mood	Emotional tone	vibrant · serene
composition	Photographic style	macro · landscape · pattern
author	Photographer	Konstantin Anikin
copyright	Rights holder	© 2026 Konstantin Anikin

---

🎯 Recommended Use Cases

🌸 Generative AI & Diffusion Models

• Floral and botanical image generation — training data for plant, flower, petal, and leaf synthesis models
• Seasonal scene generation — spring blooms, autumn foliage, winter textures, summer wildflowers
• 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 16+ plant types
• Flower and leaf detection — object detection and localization in natural settings
• Life stage classification — bloom vs. bud vs. dormant vs. mature fruit vs. seedling 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, buds, and berries
• Pollination ecology — insect interactions with flowering plants
• Seasonal change documentation — growth stages from seedling to bloom to dormancy to fruiting
• Horticultural reference — garden plant identification and care guides
• Leaf and foliage analysis — texture, vein patterns, and seasonal color changes

🎨 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
• Fruit ripeness detection — berry and olive color and maturity classification

---

🖼️ Sample Images

Title	Category	Plant Type	Life Stage	Season	Habitat	Mood	Lighting
Vibrant Purple Aster Bloom and Buds	Flower	Daisy	Bud	Spring	Garden	Serene	Sunlight
Delicate Purple Scabious Wildflower Bloom	Flower	Lilac	Bloom	Spring	Garden	Serene	Sunlight
Fresh Ripening Saskatoon Berries on Branch	Leaf	Tree	Mature	Spring	Garden	Vibrant	Sunlight
Vibrant Yellow Sweet Clover Meadow Blooms	Flower	Grass	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Green Moss on Tree Bark Texture	Stem	Moss	Unknown	Winter	Wild	Serene	Overcast
Lush Chartreuse Green Wildflowers in Bloom	Flower	Wildflower	Bloom	Spring	Garden	Serene	Sunlight
Dew-kissed Clover Leaves with Fading Flower	Flower	Wildflower	Bloom	Spring	Garden	Serene	Overcast
Lichen-Covered Branch Amidst Green Grass	Stem	Moss	Wilt	Spring	Wild	Serene	Sunlight
Bright Rapeseed Flower in Green Field	Flower	Unknown	Bloom	Spring	Agricultural	Vibrant	Sunlight
Vibrant Pink Zinnia Flower Blossom	Flower	Rose	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Zinnia Flowers in a Summer Garden	Flower	Fruit tree	Bud	Spring	Garden	Vibrant	Sunlight
Vibrant Pink Phalaenopsis Orchid Blossom	Flower	Orchid	Bloom	Spring	Garden	Serene	Overcast
Fresh Green Dill Plant Umbels	Flower	Herb	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Wild Geranium Blooms in Shade	Flower	Geranium	Bloom	Spring	Garden	Serene	Shade
Macro View of Sunflower Disc Florets	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Green Wheatgrass Seedlings Sprouting	Stem	Grass	Seedling	Spring	Garden	Vibrant	Sunlight
Vibrant Spotted Phalaenopsis Orchid Blooms	Flower	Orchid	Bloom	Spring	Garden	Vibrant	Overcast
Vibrant Green Shoots Sprouting from Corms	Stem	Unknown	Seedling	Spring	Garden	Vibrant	Overcast
Vibrant Green Seedling in Sunny Pot	Leaf	Unknown	Seedling	Spring	Garden	Vibrant	Sunlight
Vibrant Fuchsia Orchid Petals Macro	Flower	Orchid	Bloom	Spring	Garden	Serene	Sunlight
Pure White Crabapple Flowers, Spring Sky	Flower	Tree	Bloom	Spring	Garden	Serene	Sunlight
Vibrant Spotted Moth Orchid Blooms	Flower	Orchid	Bud	Spring	Garden	Vibrant	Overcast
Fresh Green Hops on the Vine	Leaf	Herb	Unknown	Spring	Garden	Vibrant	Sunlight
Cheery Wild Daisies Bathed in Sunlight	Flower	Daisy	Bud	Spring	Garden	Serene	Sunlight
Vibrant Blue Wild Chicory Flowers	Flower	Lavender	Bloom	Spring	Garden	Serene	Sunlight
Bright White Shasta Daisies in Bloom	Flower	Daisy	Bloom	Spring	Garden	Serene	Sunlight
White Daisies Amidst Purple Lupins	Flower	Daisy	Bloom	Spring	Garden	Serene	Sunlight
Vibrant Green Tomatoes Growing in Greenhouse	Leaf	Vegetable	Unknown	Spring	Garden	Vibrant	Sunlight
Vibrant Yellow Calendula Flowers in Bloom	Flower	Marigold	Bud	Spring	Garden	Serene	Sunlight
Ripening Apple on a Tree Branch	Leaf	Tree	Unknown	Spring	Garden	Vibrant	Sunlight
Vibrant Orange Zinnia Flower in Sunlight	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Bright Pink Zinnia Elegans in Garden	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Purple Ornamental Kale Rosette	Leaf	Rose	Mature	Spring	Garden	Vibrant	Sunlight
Vibrant Red Cotoneaster Berries Shrub	Leaf	Daisy	Dormant	Autumn	Garden	Serene	Sunlight
Lucky Chinese Coin on Jade Plant Stem	Leaf	Cactus	Unknown	Autumn	Garden	Vibrant	Sunlight
Vibrant Yellow Strawflower Blossom Close-up	Flower	Daisy	Bloom	Spring	Garden	Serene	Sunlight
Vibrant Orange-Red Dahlia Bloom	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Morning Dew on Common Ragweed Buds	Flower	Wildflower	Bud	Spring	Wild	Serene	Overcast
Vibrant Green Leaf with Water Droplets	Leaf	Tree	Dormant	Spring	Garden	Serene	Overcast
Vibrant Teddy Bear Sunflower in Sunlight	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Pink Aster Flower with Buds	Flower	Daisy	Bud	Spring	Garden	Vibrant	Sunlight
Vibrant Bicolour French Marigold Flowers	Flower	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Developing Zinnia Flower Bud	Flower	Daisy	Bud	Spring	Garden	Vibrant	Sunlight
Vibrant Magenta Aster Flower Macro	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Striped Mallow Flower Blossom	Flower	Herb	Bloom	Spring	Garden	Serene	Sunlight
Vibrant Daisy with Hoverfly Pollinator	Flower	Daisy	Bloom	Spring	Garden	Serene	Sunlight
Vibrant Pink Zinnia Flower Macro	Flower	Unknown	Bloom	Spring	Garden	Vibrant	Sunlight
Golden Sunflowers Field Under Blue Sky	Flower	Daisy	Bloom	Spring	Agricultural	Serene	Sunlight
Vibrant Sunflowers on Rustic Wood	Flower	Daisy	Bloom	Spring	Garden	Serene	Sunlight
Ripening Olives on a Sunlit Tree	Leaf	Tree	Unknown	Summer	Garden	Serene	Sunlight

(Full previews available in the image files)

---

📁 File Structure

botanical-photos-50/
├── IMG_ (1).jpg
├── IMG_ (2).jpg
├── IMG_ (3).jpg
├── IMG_ (4).jpg
├── IMG_ (5).jpg
├── IMG_ (6).jpg
├── IMG_ (7).jpg
├── IMG_ (8).jpg
├── IMG_ (9).jpg
├── IMG_ (10).jpg
├── IMG_ (11).jpg
├── IMG_ (12).jpg
├── IMG_ (13).jpg
├── IMG_ (14).jpg
├── IMG_ (15).jpg
├── IMG_ (16).jpg
├── IMG_ (17).jpg
├── IMG_ (18).jpg
├── IMG_ (19).jpg
├── IMG_ (20).jpg
├── IMG_ (21).jpg
├── IMG_ (22).jpg
├── IMG_ (23).jpg
├── IMG_ (24).jpg
├── IMG_ (25).jpg
├── IMG_ (26).jpg
├── IMG_ (27).jpg
├── IMG_ (28).jpg
├── IMG_ (29).jpg
├── IMG_ (30).jpg
├── IMG_ (31).jpg
├── IMG_ (32).jpg
├── IMG_ (33).jpg
├── IMG_ (34).jpg
├── IMG_ (35).jpg
├── IMG_ (36).jpg
├── IMG_ (37).jpg
├── IMG_ (38).jpg
├── IMG_ (39).jpg
├── IMG_ (40).jpg
├── IMG_ (41).jpg
├── IMG_ (42).jpg
├── IMG_ (43).jpg
├── IMG_ (44).jpg
├── IMG_ (45).jpg
├── IMG_ (46).jpg
├── IMG_ (47).jpg
├── IMG_ (48).jpg
├── IMG_ (49).jpg
├── IMG_ (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)

---

📜 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

---

📝 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, Flower and Leaf Images},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/},
  keywords     = {botany, flowers, plants, leaves, petals, nature, wildflowers, garden, macro photography, computer vision, generative AI, flora}
}

---

👤 Author

Konstantin Anikin — photographer based in Italy

• 📸 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 moss and ripe berries.

---

Changelog

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

---

Keywords for Discovery

botany, flowers, plants, leaves, petals, nature, flora, wildflowers, garden, macro photography, botanical photography, plant identification, ecology, biodiversity, spring blooms, succulents, orchids, daisies, marigolds, herbs, moss, aster, chicory, clover, sunflower, zinnia, geranium, lavender, dill, hops, cotoneaster, jade plant, wheatgrass, ornamental kale, mallow, ragweed, strawflower, dahlia, olive, apple, tomato, pollination, seasonal foliage, horticulture, computer vision dataset, generative AI training, flower recognition, plant classification, leaf identification, natural beauty, botanical illustration, floral design, garden design, nature photography, macro, close-up, plant life, blooming, seedlings, dormant, winter frost, autumn leaves

---

Last updated: August 2026