Garden Floral and Flower Tobacco Recognition Image Dataset
#image classification #object detection #pattern recognition #machine vision #agricultural and forestry management #plant recognition #garden design #agricultural automation
- 500 records
- 1.3G
- JPG
- CATL
MOBIUSI INC
Updated:2026-04-16
AI Analysis & Value Prop
In modern agriculture and garden management, swiftly and accurately recognizing and classifying flower species is a major challenge. Traditional manual recognition methods are inefficient and prone to errors. Existing solutions rely on general image datasets, which often lack the precision and diversity specific to flower recognition. This dataset focuses on enhancing the recognition capabilities of flowers and flower tobacco, aiming to meet the needs for precise recognition and automated management. Data is collected using professional camera equipment under natural light conditions, covering various flower species. Quality control is ensured through multiple rounds of labeling and consistency checks to guarantee high accuracy. The team consists of 50 experts with a background in botany. Preprocessing utilizes image enhancement and noise reduction techniques, and the final data is stored in structured folders by flower category.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| flower_species | string | Identify the type of flower in the image. |
| growth_stage | string | Identify the growth stage of the flower in the image, such as seedling, blooming, fruiting, etc. |
| color | string | Identify the main color of the flower in the image. |
| leaf_shape | string | Identify the leaf shape characteristics of the flower in the image. |
| habitat_type | string | Identify the type of habitat where the flower is located in the image. |
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 types of flower images are included in this dataset?
- The Garden Flower and Tobacco Recognition Dataset includes images of various types of flowers and flower tobacco.
- How can this dataset be used to improve the accuracy of flower recognition?
- By training machine learning models, this dataset can improve the accuracy of flower recognition.
- What research fields is this dataset suitable for?
- This dataset is suitable for agriculture and forestry, especially research involving flower and crop classification.
- What are the advantages of the Garden Flower and Tobacco Recognition Dataset?
- Its advantages include providing high-quality image data to help improve the efficiency and accuracy of flower recognition tasks.
- Is this dataset limited to flower recognition only?
- While primarily for flower recognition, it can also be referenced for other plant classification tasks.
- How does this dataset aid agriculture and forestry automation?
- By improving flower recognition technology, this dataset aids in the automation and intelligence of agriculture and forestry operations.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Garden Floral and Flower Tobacco Recognition Image Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/5b9eb7106ae66cc584f61ca59e698344},
urldate={2026-02-04},
keywords={garden flower recognition, flower tobacco images, agricultural visual computing, flower classification dataset},
version={1.0}
}Using this in research? Please cite us.
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