Home/Agriculture/Crop Growth Stage Monitoring Dataset

Crop Growth Stage Monitoring Dataset

V1.0
Latest Update:
2025-11-29
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
crop monitoring | agricultural management | precision agriculture
Applications:
target detection | image classification

Brief Introduction

Current agricultural production faces the challenge of efficiently monitoring crop growth stages. Traditional methods rely on manual observation, which is not only inefficient but also prone to errors. Existing solutions mostly involve single technological approaches, lacking comprehensive data support, resulting in inaccurate monitoring results. This dataset aims to provide high-quality images for crop growth stage monitoring, addressing the need for assessing crop growth conditions through target detection technology. Data collection uses high-definition cameras in various farmland environments to ensure diversity and authenticity. The data annotation process involves multiple rounds of annotation and consistency checks, combined with expert review, to ensure the quality of data annotation. The data is stored in JPEG format, organized by folders and categorized by crop types for easy future use.

Sample Examples

ImageFile NameResolutionCrop TypeGrowth StageHealth StatusSoil ConditionWeather Condition
36a159b907ea170459c845c0507c5e70.jpg3840*2560CabbageMaturity stageHealthyMoistSunny
9d4e9786f1860729899aa33cafdb9381.jpg5526*3110LettuceMaturity stageHealthyNeutralCloudy

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
crop_typestringIdentify the type of crop present in the image.
growth_stagestringLabel the growth stage of the crop present in the image.
health_statusstringDescribe the health condition of the crops such as healthy, diseased, or damaged.
soil_conditionstringIdentify the condition of the soil in the image, such as dry, moist, or neutral.
weather_conditionstringThe weather condition during the time the image was taken, such as sunny, cloudy, or rainy.

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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