Home/Agriculture/Strawberry Ripeness Detection Dataset

Strawberry Ripeness Detection Dataset

V1.0
Latest Update:
2026-01-14
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Intelligent Picking | Grading Detection | Agricultural Automation
Applications:
Object Detection | Image Classification

Brief Introduction

In the current agricultural sector, the development of intelligent picking and grading technology is constrained by the low efficiency and accuracy of traditional manual recognition, especially in the judgment of fruit ripeness. Existing solutions often rely on manual experience and lack systematic standards. This dataset aims to provide high-quality strawberry ripeness image data to support the effective training and application of AI models in fruit ripeness detection tasks. The dataset includes strawberry images taken under different lighting and environmental conditions, collected using professional cameras in a greenhouse environment to ensure the images are clear and representative. In terms of quality control, we implemented multiple rounds of annotation and consistency checks and invited agricultural experts to review, ensuring the accuracy and reliability of the data. The data is stored in JPG format and organized by maturity stages for easy subsequent processing and analysis.

Sample Examples

ImageFile NameResolutionStrawberry ColorSpot PresenceShape UniformitySizeSurface TextureBruising
7c5f9988fb8c6e0360a327c2ea7396b7.jpg4032*3024The color of the strawberry in the picture is red, indicating good ripeness.There are no obvious spots, the surface is relatively clean.The shape of the strawberry is relatively uniform, meeting normal maturity standards.The size of the strawberry is moderate, meeting general standards.The surface is smooth, with no obvious roughness.No obvious bruising marks, quality is good.
f8afdeb1bc848244695f5b8a78a2108d.jpg3456*4608Mostly red, but some strawberries are pale yellowSome strawberries have small spots on the surfaceRelatively uniform shape, some slight differencesVaried sizes, from medium to largeSmooth surfaceNo obvious bruising observed
0dec02f2643c5e76300402e1e63c315b.jpg4032*3024rednouniformmediumsmoothnone

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
strawberry_colorstringRepresents the overall color of the strawberry, used to assess ripeness.
spot_presencebooleanIndicates whether there are spots on the surface of the strawberry, potentially affecting ripeness assessment.
shape_uniformityfloatQuantifies the uniformity of the strawberry's shape, generally related to its ripeness.
sizefloatMeasures the size of the strawberry, typically based on diameter or length.
surface_texturestringDescribes the roughness or smoothness of the strawberry's surface texture.
bruisingbooleanIndicates whether the strawberry has bruising, potentially affecting its quality and grade.

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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