Garden Flower Balloon Flower Recognition Image Dataset
#Image classification #Object detection #Machine vision #Horticultural plant recognition #Flower detection #Agricultural management
- Records
- 500 records
- Size
- 1.6G
- Format
- JPG
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
AI Analysis & Value Prop
In the field of agriculture and forestry, automatic recognition and classification of horticultural flowers such as balloon flowers face challenges brought by image diversity and natural environmental changes. Many existing solutions rely on traditional manual identification, which is inefficient and prone to errors. The construction of this dataset aims to provide an efficient image recognition training set for smart agricultural management, supporting automated flower classification and detection, thereby improving industry operational efficiency and accuracy. Data collection uses high-resolution cameras to shoot under different lighting and climate conditions, ensuring scene diversity. The data undergo several rounds of expert annotation, consistency checks, and multi-level reviews to ensure high annotation accuracy and consistency. The annotation team consists of botany and image analysis experts, with a scale of 20 people. Images are pre-processed with noise filtering and edge enhancement and are organized in JPG format for quick reading and training.
Overview
Dataset Insights
Preview
Sample Examples
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Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| flower_species | string | The species name of the flower in the image, used for identifying balloon flowers and similar flowers. |
| flower_color | string | The primary color of the flower in the image, used for identifying balloon flowers of different colors. |
| flower_health_status | string | The health status of the flower in the image, including healthy, wilted, etc. |
| leaf_count | int | The number of visible leaves in the image, used for further analysis of balloon flower growth. |
| flower_bloom_stage | string | The blooming stage of the flower in the image, such as bud, full bloom, etc. |
| surrounding_vegetation | string | The type of vegetation surrounding the balloon flower in the image. |
| flower_size | float | The diameter or size information of the flower, used to understand the growth condition of the flower. |
Trust
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
FAQ
Frequently Asked Questions
- What are the application scenarios of this dataset?
- The Garden Flowers Bellflower Recognition Image Dataset can be used in agriculture research, flower classification, horticultural education, and other fields to enhance image recognition technology applications in agriculture and forestry.
- What types of images are included in the dataset?
- The dataset includes various images related to garden flowers bellflower, covering flower photos under different angles and lighting conditions.
- What problems can this dataset help solve?
- This dataset can improve the computer's ability to automatically recognize and classify bellflower flowers in agriculture and forestry, thereby supporting agricultural applications and related research.
- Who can benefit from this dataset?
- Agriculture and forestry researchers, image recognition technology developers, and horticultural professionals can all benefit from this dataset, optimizing their work outcomes.
- How can researchers utilize this dataset?
- Researchers can use this dataset to train machine learning models to enhance the accuracy of machine recognition and classification of bellflower flowers.
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Cite this Work
@dataset{Mobiusi2026,
title={Garden Flower Balloon Flower Recognition Image Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/577d79c09068a8a3796152d6da3bc8f4?dataset_task_cate_id=7},
urldate={2026-02-04},
keywords={Balloon flower recognition, Flower image dataset, Horticultural plant images},
version={1.0}
}Using this in research? Please cite us.
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