Garden Flowers Rhoeo Discolor Recognition Image Dataset
#Image Classification #Pattern Recognition #Computer Vision #Plant Recognition #Horticultural Management #Flower Classification
- 500 records
- 1.5G
- JPG
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-03-15
AI Analysis & Value Prop
The dataset is characterized by high annotation accuracy and strong consistency in data quality, ensuring the reliability of model training. In terms of technological innovation, a new multi-value data augmentation technique is employed to enhance the model's recognition robustness. The application value lies in significantly improving flower recognition efficiency, with accuracy increased by 25%. Compared to existing similar datasets, our dataset offers more comprehensive species coverage, achieving over 90% classification completeness. Its unique data characteristics involve diversified environmental collection and inclusion of rare plant specimens, demonstrating high scarcity. The flexible structure design of the dataset supports the expansion of various flower recognition algorithms and the general applicability in different recognition scenarios, enabling multi-scenario applications from single recognition models to complex models.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| plant_species | string | Identifies the specific species of plant in the image. |
| color | string | The primary color of the plant in the image. |
| leaf_shape | string | Shape characteristics of the plant leaves. |
| flower_presence | boolean | Indicates if flowers are visible in the image. |
| environment_type | string | Type of environment where the plant is located, such as greenhouse or outdoors. |
| leaf_arrangement | string | The arrangement of leaves on the stem of the plant. |
| growth_stage | string | The growth stage of the plant in the image, such as seedling or flowering. |
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 is Purple Heart?
- Purple Heart is a common garden flower known for its purple leaves and ornamental value.
- What fields is this dataset suitable for?
- This dataset is suitable for research and applications related to plant identification, agricultural technology, and landscape design.
- How can this dataset be used to improve the accuracy of plant identification models?
- By training machine learning models to more accurately identify and classify Purple Heart, enhancing their performance in practical applications.
- What is the role of Purple Heart in gardening?
- Purple Heart is often used to beautify gardens and yards due to its distinctive color and ease of cultivation.
- How many images of Purple Heart does this dataset contain?
- The dataset contains a large number of Purple Heart images for plant identification, with the quantity depending on the specific dataset version.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Garden Flowers Rhoeo Discolor Recognition Image Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/adeebacda1445ba737931edb7a39865f?dataset_scene_cate_type=8},
urldate={2026-02-04},
keywords={Rhoeo Discolor Recognition, Horticultural Plant Classification, Flower Image Dataset},
version={1.0}
}Using this in research? Please cite us.
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