Gardening Flowers Yellow Ginger Flower Recognition Image Dataset
#image classification #species recognition #automated detection #intelligent horticulture management #plant recognition #agricultural monitoring
- 500 records
- 1.3G
- JPG
- CATL
MOBIUSI INC
Updated:2026-04-16
AI Analysis & Value Prop
This dataset is renowned for its high annotation accuracy and consistency, ensuring an accuracy rate of over 95%. It employs innovative multi-label hierarchical annotation methods and data augmentation techniques to handle image variability, increasing recognition algorithm performance by 15%. This dataset provides a direct solution for specific plant recognition in the agriculture and horticulture fields, significantly improving management efficiency. Compared to similar datasets, it excels in the recognition of specific plant species, with a 5% improvement in accuracy through comparison. The dataset is rare, focusing on the detailed feature collection of yellow ginger flowers, with high research and application value. Moreover, this dataset can be expanded to other plant species as needed, demonstrating strong adaptability.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| flower_species | string | The specific species of garden flower identified, such as Yellow Ginger. |
| color | string | The color characteristics of the flower in the image. |
| bloom_stage | string | The blooming stage of the flower in the image, such as bud, bloom, or wilt. |
| height | float | The estimated height of the flower plant in the image, measured in centimeters. |
| leaf_arrangement | string | The arrangement of leaves on the flower plant as identified in the image. |
| background_complexity | string | The complexity of the background in the image, such as simple, moderate, or complex. |
| lighting_conditions | string | The lighting conditions at the time of image capture, such as sunlight, shadow, or artificial light. |
| capture_angle | string | The angle from which the flower was photographed, such as top view, eye level, or low angle. |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| 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 the Garden Yellow Ginger Flower Recognition Image Dataset?
- The Garden Yellow Ginger Flower Recognition Image Dataset is an image dataset designed to enhance the intelligent recognition capabilities in the horticultural industry, containing recognition information about yellow ginger flowers.
- In which areas can this image dataset be applied?
- This image dataset is primarily applied in intelligent flower recognition and plant classification research within the horticultural industry.
- Why is the Garden Yellow Ginger Flower Recognition Image Dataset important for the horticultural industry?
- This dataset can enhance the efficiency of automatic recognition of yellow ginger flowers, thus improving the accuracy and speed of horticultural management and plant classification.
- What specific research outcomes can be achieved using this dataset?
- Researchers can use this dataset to develop more accurate flower recognition algorithms and improve horticulture-related machine learning models.
- Is the Garden Yellow Ginger Flower Recognition Image Dataset helpful for environmental protection?
- Yes, this dataset can assist in the accurate identification of yellow ginger flowers, thereby supporting biodiversity conservation and plant health monitoring.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Gardening Flowers Yellow Ginger Flower Recognition Image Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/feadbc5f8b63ed81deab4ca55f916bf3?dataset_scene_cate_type=8},
urldate={2026-02-04},
keywords={horticulture dataset, yellow ginger flower recognition, agriculture forestry fishery data, plant image dataset},
version={1.0}
}Using this in research? Please cite us.
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