Garden Flower Dahlia Image Recognition Dataset
#Image Classification #Object Detection #Image Segmentation #Plant Recognition #Horticultural Management #Agricultural and Forestry Monitoring #Intelligent Agriculture
- 500 records
- 1.5G
- JPG
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-03-16
AI Analysis & Value Prop
The core advantage of this dataset lies in its high precision and consistency of data quality. Through multiple rounds of rigorous annotation and expert review, data integrity and accuracy are ensured. In terms of technological innovation, a combination of automated annotation and expert review has been introduced, which enhances annotation efficiency while ensuring precision. Its application value is reflected in significantly improving the accuracy and detection speed of the dahlia variety recognition system. Testing shows that accuracy increased by more than 20% compared to existing solutions. Compared to similar datasets, this dataset offers higher resolution and more comprehensive variety coverage. Its uniqueness lies in including images from various shooting environments and seasonal changes, providing good extensibility suitable for multiple flower recognition scenarios.
Dataset Insights
Sample Examples
39eef565**.jpg|1920*2560|413.44 KB
bdd516b7**.jpg|1920*2560|420.60 KB
1bb996fc**.jpg|1252*1732|245.38 KB
caa4f3c7**.jpg|2560*1706|207.94 KB
72221481**.jpg|3060*4080|575.70 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| flower_species | string | The specific species of Dahlia identified from the image. |
| flower_color | string | The primary color of the Dahlia identified in the image. |
| bloom_stage | string | The blooming stage of the Dahlia in the image. |
| leaf_condition | string | The condition of the Dahlia's leaves as observed in the image. |
| background_type | string | The type of background present, such as natural environment or artificial setup. |
| presence_of_pests | boolean | Whether pests are visible in the image. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What types of image files are included in this dataset?
- The Garden Flowers Dahlia Image Recognition Dataset includes high-resolution images for identifying and classifying dahlia varieties.
- What is the value of this dataset to the agriculture and forestry industry?
- The dataset can help the agriculture and forestry industry accurately identify and classify dahlias, enhancing the efficiency and accuracy of plant identification.
- How can this dataset be used for machine learning training?
- This dataset can be used to train machine learning models for image recognition and classification tasks to enhance the model's ability to identify dahlias.
- How is this dataset organized?
- The dataset is organized around image collections of different dahlia varieties, categorized by variety, to facilitate model training and testing.
- Can this dataset be used for research on new dahlia varieties?
- Yes, this dataset provides comprehensive image data support for identifying and classifying new dahlia varieties.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Garden Flower Dahlia Image Recognition Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/37898c46b5ecc7982ffb193e636a3288},
urldate={2026-02-04},
keywords={Dahlia Recognition, Plant Image Dataset, Horticultural Management Dataset, Agricultural and Forestry Dataset},
version={1.0}
}Using this in research? Please cite us.
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