Home/Agriculture/Papaya Fruit Detection and Counting Dataset

Papaya Fruit Detection and Counting 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:
Fruit detection | yield prediction | agricultural automation
Applications:
Target detection | image recognition

Brief Introduction

The current agricultural field faces challenges in fruit detection and counting, especially in efficiently and accurately assessing fruit growth status and yield. Existing solutions often rely on manual counting, which is inefficient and prone to errors. This dataset aims to support researchers and developers in building automated fruit detection and yield prediction models by providing high-quality papaya fruit images and precise annotation information. The dataset includes papaya fruit images at different growth stages and under different lighting conditions, captured using high-resolution cameras to ensure data diversity and representativeness. To ensure data quality, multiple rounds of annotation and consistency checks are conducted, with the final review by agricultural experts. The data will be stored in JPG format, organized into folders categorized by time and location, facilitating subsequent processing and analysis.

Sample Examples

ImageFile NameResolutionFruit CountBackground TypeFruit Size Average
a310b1bdc151463249f54eb02be50bd8.jpg3024*40326Sky50

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
fruit_countintThe number of papaya fruits present in the image.
background_typestringThe type of background environment in the image, such as field or shade.
fruit_size_averagefloatThe average size of the detected papaya fruits (unit: pixels).

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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