Home/Agriculture/Cabbage Pest Identification Dataset

Cabbage Pest Identification Dataset

V1.0
Latest Update:
2025-10-17
Samples:
20000 records
File Size:
3.8G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
crop monitoring | pest identification | precision agriculture
Applications:
object detection | image classification

Brief Introduction

The current agriculture industry faces a severe threat to crop yield and quality from pests, and traditional pest identification methods are inefficient and prone to errors, unable to meet the demands of modern agriculture for precise monitoring. Existing solutions often rely on manual identification, which is costly in terms of labeling and lacks real-time capabilities. This dataset aims to provide an efficient pest detection solution through image recognition technology, improving the intelligence level of agricultural production. The dataset contains various pest images, collected with high-definition cameras in different environments, with quality control to ensure labeling consistency and accuracy. The data is stored in JPEG format and organized in a folder structure for quick access and processing.

Sample Examples

ImageFile NameResolutionInfestation LevelPest CountCabbage Health StatusDamage TypeLeaf ConditionGrowth Stage
cf66ff2a3e6a4f6dfedf8e72e47d8476.jpg8368*5584lightunknownslightly damagedleaf deficiencydeficientgrowing
032c308426f4c35679eabd9c5b87e673.jpg4196*5067none0healthynoneintactmaturity
8d3c5e9302e4fc2f206fa2ab67afad1c.jpg3840*2560MildFewHealthySlight Leaf PerforationMost Intact, Few Leaves Slightly DamagedMaturity Stage

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
infestation_levelstringThe severity level of pest infestation in the image, e.g., light, moderate, severe.
pest_countintThe total number of pests identified in the image.
health_statusstringThe health status of the cabbage based on its appearance in the image, such as healthy, damaged, diseased.
damage_typestringThe specific type of damage on the cabbage caused by pest infestation as seen in the image.
leaf_conditionstringThe condition of cabbage leaves as observed in the image, such as intact, missing parts, discolored.
growth_stagestringThe growth stage of the cabbage as depicted in the image, e.g., seedling, growing, mature.

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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