Datasets:
file_name stringclasses 5
values | quality stringclasses 1
value | flower_species stringclasses 3
values | growth_stage stringclasses 3
values | color stringclasses 3
values | leaf_shape stringclasses 4
values | habitat_type stringclasses 5
values |
|---|---|---|---|---|---|---|
61c65d50b6765d6bf9e12ed056358599.jpg | 1920*2560 | The flowers in the picture are various ornamental flowers, including lupines and snapdragons. | Flowering stage. | Pink, purple, blue. | Leaves are mostly slender and slightly pointed. | Ornamental gardens or horticultural cultivation environments. |
787c856ebf111edf829d9a9df18aab0f.jpg | 1920*2560 | Tobacco flower | Blooming | Pink | Oval | Garden or horticultural planting area |
a23a5002527e98520549e42d95ec0c70.jpg | 1920*2560 | Tobacco flower | Blooming | Pink | Oval to elongated | Horticultural cultivation environment |
c3e3d07bc061d79e2057246efc66079f.jpg | 1920*2560 | Nicotiana | Flowering | Pink and White | Elliptic | Garden Environment |
cc51192bf48233db71aab269b6f0ff24.jpg | 1920*2560 | Nicotiana | Blooming | Pink | Oval | Garden |
Garden Floral and Flower Tobacco Recognition Image Dataset
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.
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 | 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 |
Source & Contact
If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com
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