Home/Agriculture/Grass Seed Recognition Classification Dataset

Grass Seed Recognition Classification Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Crop recognition | precision agriculture | plant health monitoring
Applications:
Image classification | plant recognition

Brief Introduction

The current agricultural sector faces challenges in grass seed recognition. Traditional methods rely on manual observation, which is inefficient and prone to error. Existing solutions often lack large-scale data support, resulting in low recognition accuracy. This dataset aims to provide a rich library of grass seed images to support the training of machine learning algorithms in grass seed recognition, improving overall identification efficiency and accuracy. The dataset is composed of high-resolution images collected from various farmland using high-performance cameras, ensuring data quality. Quality control involves multiple rounds of labeling and expert review to ensure accurate annotations for each image. The data storage format is JPG, organized by grass seed category for easy subsequent processing and analysis.

Sample Examples

ImageFile NameResolutionSpecies NameSpecies FamilyLeaf ColorStem Texture
61a4bcdaefce2e8f05c5b69aa9f8719b.jpg4464*2976UnknownUnknownDark greenSmooth
95b45750958355578a0bc9ecc1e42488.jpg4000*2667Unidentified Grass SpeciesUnidentified FamilyGreenSmooth
43dd1fc595e9b724f0bc8bb5e865c3fc.jpg5184*3456unknownunknowngreenunknown
82b0ceea0905c27de840821d5bde0019.jpg7360*4912UncertainUncertainDark GreenSmooth

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
species_namestringThe recognized name of the grass species.
species_familystringThe family to which the grass species belongs.
leaf_colorstringThe color description of the grass species' leaves.
stem_texturestringThe texture type of the grass species' stem.

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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