Home/Agriculture/Cabbage Disease Spot Detection Dataset

Cabbage Disease Spot Detection Dataset

V1.0
Latest Update:
2025-10-15
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
crop disease detection | smart agriculture | image recognition
Applications:
image classification | feature extraction | model training

Brief Introduction

The current agricultural industry faces challenges of low efficiency and insufficient accuracy in crop disease detection. Traditional manual detection methods are not only time-consuming and labor-intensive but also prone to misjudgment and omission. Existing automated detection systems often rely on simple image processing techniques, which cannot meet the demand for high precision. This dataset aims to assist researchers and developers in training more precise deep learning models by providing a large number of high-quality cabbage disease spot images, thereby improving the accuracy and efficiency of disease detection. The dataset construction process includes collecting images from multiple agricultural experimental bases using high-resolution cameras under natural lighting conditions to ensure image clarity and authenticity. The data annotation process involved multiple rounds of annotation and expert review to ensure consistency and accuracy. The data is stored in JPEG format and organized in an orderly manner according to image ID for easy subsequent use and retrieval.

Sample Examples

ImageFile NameResolutionDisease TypeDisease SeverityLeaf Area AffectedLeaf Color Change
5d26503b082d553d2bbf39f7ec214f2f.jpg8368*5584NoneNone0%None
f931dc2acea9ee20833f5ab16cbc41ff.jpg4196*5067NoneNone0%None
04651383dcdab15271e20c130fd401b4.jpg3840*2560NoneNone0%None

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
disease_typestringThe type of cabbage disease spot identified, such as downy mildew, black spot, etc.
disease_severitystringThe level of spread and impact of the disease spot on the cabbage, such as mild, moderate, or severe.
leaf_area_affectedfloatThe percentage of the leaf area affected by the disease spot in relation to the whole leaf.
leaf_color_changestringThe color change in the leaf caused by the disease spot, such as yellow or brown spots.

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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