Home/Agriculture/Carrot Harvest Detection Dataset

Carrot Harvest Detection Dataset

V1.0
Latest Update:
2025-10-16
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
agricultural monitoring | crop management | smart agriculture
Applications:
target detection | image recognition

Brief Introduction

The current agricultural industry faces severe challenges in improving crop production efficiency and reducing labor costs. Traditional manual harvesting methods are not only inefficient but also prone to mis-harvesting and missed collections. Existing automated detection solutions often lack precise detection capabilities for specific crops, resulting in low recognition rates. The Carrot Harvest Detection Dataset aims to provide high-quality image data to help researchers and companies develop smarter target detection algorithms to improve the efficiency of carrot harvesting. This dataset contains 5,000 images of carrot harvests, precisely annotated, suitable for research and development in the field of target detection. Data collection uses high-resolution digital cameras under natural lighting conditions to ensure a true reflection of the images. To ensure data quality, a multi-round annotation and expert review mechanism is used to check the consistency of the annotation results. Data is stored in JPEG format and organized by category and shooting time for easy subsequent retrieval and use.

Sample Examples

ImageFile NameResolutionSoil TypeLighting ConditionHarvest StageImage Quality
c646eb8b31cfa7111dd38bce1d3aa693.jpg6960*4640Mainly loam.Sunny day, good lighting.Suitable for harvest.High.
b82152e32daa2a7e0b933466c0053011.jpg4480*6720loamsunnyready for harvesthigh
7bc856f0a4145cdb8e1e98b9cd65eacb.jpg7008*4672unable to determinesunnyready for harvesthigh
7aba7d3490520a065b3920af178658e2.jpg4272*2400not applicablesunnyready for harvesthigh

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
soil_typestringThe type of soil in the image, such as sandy, loamy, clayey, etc.
lighting_conditionstringThe lighting condition at the time the image was taken, such as sunny, cloudy, indoor.
harvest_stagestringThe harvest stage of the carrots, such as immature, optimal harvest, or overripe.
image_qualitystringThe quality level of the image, such as high, medium, low.

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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