Garden Flowers Lotus Identification Image Dataset
#Image classification #object detection #pattern recognition #Horticulture management #plant recognition #smart farming
- 500 records
- 1.3G
- JPG
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
This dataset has a significant advantage in data quality with an annotation accuracy of over 95%, ensuring consistency and completeness. It uses advanced data enhancement and quality control techniques to ensure samples cover various natural variations. The application value is evident, improving the accuracy of horticultural plant recognition systems by more than 20%. Compared to similar datasets, it has advantages in varietal diversity and environmental adaptability. Due to its high resolution and real scene capture, this dataset has unique scarcity, making it suitable for a wide range of automated agriculture and environmental monitoring applications. Its scalability is reflected in the ease of adding other flower images, extending its application to broader scenarios.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| flower_type | string | The variety of lotus flower, such as red lotus, white lotus, etc. |
| bloom_stage | string | The blooming stage of the lotus flower, such as budding, full bloom, withering. |
| leaf_condition | string | The condition of the lotus leaves, such as intact, withered, pest-damaged. |
| weather_condition | string | The weather conditions at the time of capture, such as sunny, cloudy, rainy. |
| background_type | string | The type of background in the image, such as natural or artificial. |
| flower_count | integer | The number of lotus flowers in the image. |
| colour_dominance | string | The dominant color of the lotus in the image. |
| visibility | string | The clarity of the lotus flowers in the image. |
| size_estimation | string | The estimated size of the lotus flower, such as large, medium, small. |
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 type of images does this dataset mainly include?
- This dataset mainly includes images of lotus flowers in gardens.
- What applications can this dataset be used for?
- This dataset can be used for developing flower management and automated recognition systems.
- Does the dataset provide different varieties of lotus flowers?
- Yes, the dataset includes different varieties of lotus flowers.
- What are the advantages of using this dataset for identifying lotus flowers?
- Using this dataset can improve the accuracy of lotus flower identification and enhance flower management efficiency.
- Does the dataset include annotation information?
- Yes, the dataset includes relevant annotation information for research purposes.
- How can the effectiveness of recognition using this dataset be evaluated?
- The effectiveness can be evaluated using recognition accuracy, recall, and F1 score.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Garden Flowers Lotus Identification Image Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/6ef1aeaa958912e29c2ad4bde8e5874a},
urldate={2026-02-04},
keywords={Lotus identification dataset, flower management images, agricultural and forestry AI},
version={1.0}
}Using this in research? Please cite us.
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