Mobiusi/Green-Pepper-Appearance-Quality-Detection-Dataset

Green Pepper Appearance Quality Detection Dataset

The current agricultural sector faces challenges in the appearance quality detection of agricultural products such as peppers. Traditional manual detection methods are inefficient and lack accuracy, often affected by subjective factors. Existing automated detection technologies largely rely on single image processing algorithms, making them unsuitable for varying environments and diverse quality detection needs. Therefore, the creation of this dataset aims to provide a rich sample repository to support the training of deep learning-based object detection models, enhancing automation and accuracy in detection. The dataset contains 5000 high-quality green pepper images, captured using high-resolution cameras under natural lighting conditions to ensure the authenticity and diversity of the images. Quality control of the data includes multiple rounds of annotation and consistency checks, with all annotations reviewed by experienced experts. The final data is stored in JPG format, organized by category and quality grade for easy subsequent model training and validation.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
defect_type	string	Identifies the type of external defects in the green pepper, such as scratches, spots, etc.
defect_location	string	Indicates the location of defects on the green pepper in the image, such as top, bottom, middle.
defect_severity	string	Describes the severity of the defect on the green pepper, such as mild, moderate, severe.
pepper_color	string	Records the color characteristic of the green pepper, usually shades of green.
surface_texture	string	Describes the surface texture of the green pepper, such as smooth, rough.
pepper_shape	string	Identifies the shape characteristics of the green pepper, such as elongated, round.
size_dimension	string	Specifies the size dimensions of the green pepper, such as the length and width measurements.
occlusion_level	string	Describes the extent to which the green pepper is occluded by other objects in the image.

Compliance Statement

Authorization Type	CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com