Plant Seedling Detection Dataset

#object detection #image recognition #crop monitoring #agricultural production #plant health assessment
  • 5000 records
  • 1.5G
  • JPG/PNG/JSON
  • CATL
  • MOBIUSI INCMOBIUSI INC
Updated:2026-04-26

AI Analysis & Value Prop

The agricultural sector currently faces challenges in crop monitoring and pest control, especially during the growth stages of plant seedlings where monitoring accuracy and timeliness are crucial. However, existing detection methods often rely on manual observation, which is inefficient and prone to errors. This dataset aims to address the technical issues of automated detection by providing high-quality plant seedling image data, improving the efficiency of agricultural production. The dataset is constructed using high-resolution cameras to capture seedlings under natural light conditions, ensuring data authenticity and validity. Furthermore, multiple rounds of annotation and expert review ensure data quality and consistency, with the data stored in JPG format for easy subsequent use and sharing. The dataset contains 5000 precisely annotated images, with a total file size of about 1.5G, suitable for training and testing deep learning models.

Dataset Insights

Sample Examples

572b32ae**.jpg|3000*2000|1.43 MB

ac01b974**.jpg|2000*3000|773.02 KB

72cc153c**.jpg|5350*3567|3.21 MB

56e2aa34**.jpg|4000*2000|1.72 MB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
growth_stagestringThe growth stage of the plant seedling, such as germination stage, seedling stage, etc.
leaf_countintThe number of leaves on the plant seedling.
leaf_colorstringThe color of the plant leaves, such as green, yellow, brown, etc.
plant_heightfloatThe height of the plant seedling, measured in centimeters.
root_visibilitybooleanThe visibility of the roots of the plant seedling.
soil_typestringThe type of soil where the plant seedling is located, such as clay, sandy soil, etc.

Compliance Statement

Authorization TypeProprietary - Commercial AI Training License (No Redistribution)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What is the main application of the Plant Seedling Detection Dataset?
The Plant Seedling Detection Dataset is primarily used in agriculture to facilitate automation and smart management of crops, such as monitoring plant health, identifying plant species, and tracking growth.
What is special about this dataset?
This dataset is uniquely focused on detecting plant seedlings, providing high-resolution image data for object detection tasks, making it an ideal resource for developing agricultural automation tools.
How can the Plant Seedling Detection Dataset improve agricultural productivity?
The dataset can be used to develop smart agricultural tools like automated plant detection systems, improving the accuracy and efficiency of plant monitoring, thus optimizing resource allocation and boosting agricultural productivity.
How does the Plant Seedling Detection Dataset support sustainable agriculture?
By using this dataset, agricultural professionals can develop precise agricultural technologies that reduce the use of fertilizers and pesticides, protect the environment, and support sustainable development.
How to evaluate the quality of the Plant Seedling Detection Dataset?
The quality of the dataset can be assessed by its image resolution, annotation accuracy, and the level of organization within the data structure. High-quality datasets usually feature high-resolution images and precise annotations.

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Cite this Work

@dataset{Mobiusi2025,
  title={Plant Seedling Detection Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/428ee038ddcae5f82a9729cc4624de3d},
  urldate={2025-09-15},
  keywords={plant seedling detection, object detection dataset, agricultural image recognition, crop monitoring data},
  version={1.0}
}

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