Home/Agriculture/Plant Growth Stage Classification Dataset

Plant Growth Stage Classification Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
plant growth monitoring | agricultural production management | intelligent agriculture
Applications:
image classification | deep learning training

Brief Introduction

The current agricultural industry faces challenges such as inaccurate growth stage monitoring and insufficient data. Traditional manual identification methods are inefficient and prone to errors. Existing solutions largely rely on experiential judgment, lacking scientific data support. This dataset aims to provide high-quality plant growth stage image data through image classification technology to meet the needs of intelligent agricultural management. The dataset contains 5000 images, collected using high-resolution photography equipment in different growth environments to ensure data diversity and representativeness. During data processing, multiple rounds of annotation and consistency checks were implemented to ensure high precision and consistency of the annotations. Data storage is in JPG format, organized according to strict classification standards, facilitating subsequent machine learning and deep learning model training.

Sample Examples

ImageFile NameResolutionGrowth StageLeaf ColorSoil ConditionPlant HeightLeaf Shape
cd6cfae366da1acc0adfc3b4ee74e587.jpg3000*2000Seedling stageGreenSoil is moistApproximately 5-10 cmOval
9f43e52b8d12d64610736ddd8b2637c2.jpg2000*3000SeedlingGreenCovered with fabric, no abnormal soil condition observedApproximately 10-20 cmRound
2647bde8bb1c8e14ee7b113e9fc629e0.jpg5350*3567Seedling stageGreenMoistApproximately 5 cmHeart-shaped
95dd54421a0b964797e412fcefbb1ada.jpg4000*2000Seedling stageGreenSoil is moist and relatively fertileAbout 5-10 cmPinnate compound leaf shape

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
growth_stagestringIdentify which growth stage the plant in the image is currently in.
leaf_colorstringIdentify the color of the plant leaves in the image.
soil_conditionstringIdentify the condition of the soil surrounding the plant in the image.
plant_heightfloatEstimate the height of the plant in the image.
leaf_shapestringIdentify the shape of the plant leaves in the image.

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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