Home/Agriculture/Tomato Diseases and Pests Identification Dataset

Tomato Diseases and Pests Identification 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:
Agricultural Monitoring | Disease and Pest Identification | Crop Management
Applications:
Object Detection | Image Classification

Brief Introduction

The current agricultural field faces significant losses caused by diseases and pests, especially in tomato cultivation, where the occurrence of diseases and pests directly affects yield and quality. Existing monitoring methods largely rely on manual inspection, which is inefficient and prone to missing critical information. This dataset aims to provide high-quality image data support for the automatic identification of agricultural diseases and pests, improving the accuracy and efficiency of disease and pest identification through object detection technology. Data collection is conducted using high-resolution cameras in natural environments to ensure the authenticity and diversity of the images. We implement multiple rounds of annotation and consistency checks, with professional agricultural experts reviewing the annotation results to ensure data quality. The data is stored in JPEG format, organized by image ID for quick retrieval and use.

Sample Examples

ImageFile NameResolutionDisease TypeDisease SeverityPlant Part AffectedSymptom ColorSymptom ShapeDamage Extent
93a1cb38fd2ba2f58a773e75f21a9bf0.jpg3024*4032No pest or disease observedNoneNoneNoneNoneNone
d57c071eac6be624d8a34bd3623bf9fe.jpg3456*5184No obvious pests and diseasesNoneNoneNoneNoneNone
7da20d84b50a6672e281b5ff382b8f5a.jpg4640*6960Unidentifiable pest and diseaseNoneNoneNoneNoneNone
18783cecadf57cf40e5b350bb0ae2c4c.jpg3456*5184No obvious pests or diseases detectedNoneNoneNoneNoneNone

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
disease_typestringThe identified type of disease or pest, such as leaf spot disease, powdery mildew, or pest infestation.
disease_severitystringThe severity level of the disease or pest, such as mild, moderate, or severe.
plant_part_affectedstringThe part of the plant affected by the disease or pest, such as leaf, stem, or fruit.
symptom_colorstringThe color of the symptoms caused by the disease or pest, such as yellow, brown, or black.
symptom_shapestringThe shape of the symptoms caused by the disease or pest, such as circular, spotted, or irregular shapes.
damage_extentstringDescription of the extent of damage on the plant due to the disease or pest, such as all leaves, most leaves, or few leaves.

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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