Home/Agriculture/Farmland Irrigation Mist Segmentation Dataset

Farmland Irrigation Mist Segmentation Dataset

V1.0
Latest Update:
2025-10-12
Samples:
20000 records
File Size:
3.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Farmland Management | Water Resource Monitoring | Precision Irrigation
Applications:
Semantic Segmentation | Image Recognition

Brief Introduction

The current agricultural sector faces challenges of water resource wastage and low irrigation efficiency. Traditional irrigation methods often rely on human experience and lack scientific basis. Existing solutions are mostly rule-based technologies, which are difficult to adapt to complex field environments, and insufficient labeled data leads to poor algorithm performance. This dataset aims to support the research and development of intelligent irrigation decisions by providing high-quality farmland irrigation mist images and their segmentation annotations, promoting the development of precision agriculture. Data is collected using high-resolution cameras under various environmental conditions to ensure coverage of different mist states. For quality control, a method combining multiple rounds of labeling and expert review is adopted to ensure consistency and accuracy of annotations. Data storage uses JPG format images and JSON format annotation information, facilitating subsequent processing and analysis.

Sample Examples

ImageFile NameResolutionIrrigation PresenceIrrigation IntensityIrrigation Area PercentageVegetation TypeDaytime ConditionWeather ConditionSoil VisibilityIrrigation Source Type
10a39cb76159428e228ddf0b39d79f8e.jpg3590*2003PresentMediumAbout 30%GrasslandDaytimeSunnyVisibleSprinkler

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
irrigation_presencebooleanIndicates whether irrigation mist is present in the image.
irrigation_intensityintegerThe graded intensity of the irrigation mist.
irrigation_area_percentagefloatThe percentage of image area covered by irrigation mist.
vegetation_typestringThe primary type of vegetation observed in the image.
daytime_conditionstringThe condition of day or night when the image was captured, such as daytime or nighttime.
weather_conditionstringThe weather condition at the time when the image was captured.
soil_visibilitybooleanIndicates whether the soil is visible in the image.
irrigation_source_typestringThe type of water source providing irrigation.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
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

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