Home/Agriculture/Onion Classification and Segmentation Dataset

Onion Classification and Segmentation Dataset

V1.0
Latest Update:
2025-10-13
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Crop Classification | Pest and Disease Detection | Image Recognition
Applications:
Semantic Segmentation | Image Classification

Brief Introduction

The current agricultural industry faces challenges of high cost and low efficiency in crop monitoring and pest and disease detection. Existing solutions often rely on manual inspection, which is inefficient and prone to errors. This dataset aims to enhance the application capability of computer vision models in agriculture by providing high-quality onion images and segmentation annotations. The dataset construction process includes using professional cameras to shoot onion images under natural light conditions, and ensuring annotation consistency and accuracy through multiple rounds of annotation and expert review. Data will be stored in JPG format for original images and in JSON format for the corresponding mask information, facilitating subsequent deep learning training.

Sample Examples

ImageFile NameResolutionObject ClassDisease PresenceLighting ConditionsGrowth StageSurface TextureDefect Details
baf9f5917dfc17885e39d0af0c207d1c.jpg3648*5472Red OnionNo disease detectedNatural lightMaturitySmoothNo obvious defects

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
object_classstringThe type of onion present in the image.
disease_presencebooleanIndicates whether a disease is detected on the onion in the image.
lighting_conditionsstringA description of the lighting conditions when the image was taken.
growth_stagestringThe growth stage of the onion, such as seedling stage, maturity stage, etc.
surface_texturestringA description of the surface texture characteristics of the onion.
defect_detailsstringA description of any defects regarding the appearance or health of the onion.

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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