Grass Seed Recognition Classification Dataset
#Image classification #plant recognition #Crop recognition #precision agriculture #plant health monitoring
- 5000 records
- 1.5G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
The current agricultural sector faces challenges in grass seed recognition. Traditional methods rely on manual observation, which is inefficient and prone to error. Existing solutions often lack large-scale data support, resulting in low recognition accuracy. This dataset aims to provide a rich library of grass seed images to support the training of machine learning algorithms in grass seed recognition, improving overall identification efficiency and accuracy. The dataset is composed of high-resolution images collected from various farmland using high-performance cameras, ensuring data quality. Quality control involves multiple rounds of labeling and expert review to ensure accurate annotations for each image. The data storage format is JPG, organized by grass seed category for easy subsequent processing and analysis.
Dataset Insights
Sample Examples
61a4bcda**.jpg|4464*2976|2.59 MB
95b45750**.jpg|4000*2667|1.31 MB
43dd1fc5**.jpg|5184*3456|3.85 MB
82b0ceea**.jpg|7360*4912|6.79 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| species_name | string | The recognized name of the grass species. |
| species_family | string | The family to which the grass species belongs. |
| leaf_color | string | The color description of the grass species' leaves. |
| stem_texture | string | The texture type of the grass species' stem. |
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 grass species images are included in this dataset?
- The Grass Species Identification and Classification Dataset includes images of various common grass species to support identification and classification.
- How does the Grass Species Identification and Classification Dataset support the development of smart agriculture?
- The dataset provides high-quality grass species images to train machine learning models, thus enhancing automation in grass species classification and identification in agriculture.
- How can the Grass Species Identification and Classification Dataset be used for grass species recognition in agricultural applications?
- The dataset can be used to train image classification models for automatic grass species recognition in agricultural applications, improving efficiency and accuracy.
- What is the quality of images in the Grass Species Identification and Classification Dataset?
- The quality of images in the dataset is high, covering various shooting environments and angles to ensure accuracy in recognition.
- Does the dataset include annotation information for each grass species?
- Yes, the dataset includes detailed annotation information for each grass species image, which is useful for model training and validation.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Grass Seed Recognition Classification Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/2e2c90e0cc615ed2e5239e2ba90c6bdb?cate=2},
urldate={2025-09-15},
keywords={grass seed recognition, image classification, agricultural dataset, plant health monitoring, precision agriculture},
version={1.0}
}Using this in research? Please cite us.
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