Farmland Pesticide Spraying Operation Detection Dataset

#target detection #image recognition #agricultural operation monitoring #spraying efficiency analysis #intelligent agriculture
  • 15000 records
  • 3.2G
  • JPG/PNG/JSON
  • CATL
  • MOBIUSI INCMOBIUSI INC
Updated:2026-10-25

AI Analysis & Value Prop

The current agricultural industry faces challenges such as low operation efficiency and uneven spraying. Traditional detection methods for pesticide spraying operations often rely on manual observation, making it difficult to achieve efficient monitoring. Existing solutions have shortcomings in data acquisition and real-time analysis, failing to meet the needs of precise management. This dataset aims to provide high-quality pesticide spraying operation detection data to help researchers and developers build more accurate target detection models, improving the efficiency and accuracy of agricultural pesticide spraying operations. Data collection is carried out using high-resolution cameras under different weather and lighting conditions to ensure diversity and representativeness. We conduct multiple rounds of annotation and consistency checks to ensure high-quality and accurate data annotation. The final data is stored in JPG format and organized into a folder structure for easy subsequent processing and use.

Dataset Insights

Sample Examples

e6ad03d9**.jpg|5716*3215|2.12 MB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
detected_objects_countintThe number of targets identified in the image.
vehicle_typestringThe type of vehicle performing the spraying operation in the image, such as a drone or tractor.
sprayer_typestringThe type of sprayer used in the image.
crop_typestringThe type of crop identified in the image.
weather_conditionstringThe weather condition at the time the image was captured, such as sunny, cloudy, or rainy.
operation_stagestringThe stage of the spraying operation present in the image, such as start, middle, or completed.
operator_presencebooleanIndicates whether there is an operator present in the image.
safety_gear_usagebooleanIndicates whether safety gear is being used correctly in the image.

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 Farmland Spraying Operation Detection Dataset?
The Farmland Spraying Operation Detection Dataset is a target detection dataset focused on the agricultural sector, aiming to detect and analyze spraying operations in farmland.
What are the application scenarios of the Farmland Spraying Operation Detection Dataset?
This dataset can be used to enhance agricultural production efficiency, optimize spraying operations, and provide training data for automation equipment.
What is the data modality of the Farmland Spraying Operation Detection Dataset?
The dataset uses images as the data modality, containing numerous images of farmland spraying operations.
How can the Farmland Spraying Operation Detection Dataset enhance agricultural operation efficiency?
Machine learning models can be trained using this dataset to automatically identify and optimize spraying operations, thereby improving overall agricultural operation efficiency.
Which industry domain does the Farmland Spraying Operation Detection Dataset belong to?
The dataset belongs to the agricultural industry domain, focusing on improving the efficiency and accuracy of farmland spraying operations.

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Cite this Work

@dataset{Mobiusi2025,
  title={Farmland Pesticide Spraying Operation Detection Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/51578d7e460625c3512999978a5a1302},
  urldate={2025-09-15},
  keywords={farmland spraying, target detection dataset, intelligent agricultural monitoring, pesticide spraying operation detection},
  version={1.0}
}

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