Green Chili Varietal Classification Dataset

#image classification #varietal recognition #deep learning #crop recognition #agricultural research #smart agriculture
  • 10000 records
  • 1.5G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-02-04

AI Analysis & Value Prop

The agriculture sector currently faces challenges in identifying green chili varieties, especially in the fast and accurate classification and recognition of different varieties. Traditional manual identification methods are inefficient and prone to errors. Existing solutions often rely on experienced experts for manual annotation, leading to slow data acquisition and high costs. This dataset aims to support the training of machine learning algorithms by providing a large number of clearly annotated green chili images, enhancing the automation of green chili varietal recognition. Data collection is performed using professional cameras in greenhouse and field environments, ensuring diversity and representativeness. Data quality control measures include multiple rounds of annotation, expert review, and consistency checks to ensure data reliability and accuracy. The data is stored in JPG format, with a clear organizational structure for easy processing and use.

Dataset Insights

Sample Examples

98a83694**.jpg|5184*3456|2.58 MB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
pepper_varietystringAnnotate the specific variety of the green pepper in the image.
ripeness_levelstringIndicate the ripeness level of the green pepper in the image, such as ripe or unripe.
defect_presencebooleanAnnotate whether there are visible defects present on the green pepper in the image.
growth_stagestringIndicate the growth stage of the green pepper in the image, such as fruiting stage or maturity stage.
color_shadestringAnnotate the color shade of the green pepper in the image, such as dark green or light green.
surface_texturestringIndicate the surface texture of the green pepper in the image, such as smooth or rough.
size_estimationstringEstimate the size of the green pepper in the image, such as small, medium, or large.
stem_conditionstringIndicate the condition of the stem of the green pepper in the image, such as healthy or wilted.

Compliance Statement

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

Frequently Asked Questions

What information is included in the Green Chili Pepper Variety Classification Dataset?
The Green Chili Pepper Variety Classification Dataset includes image data of various green chili peppers to assist with variety classification and identification tasks.
What problems can be addressed using the green chili pepper image data?
Using green chili pepper image data can aid in the automated identification of different green chili pepper varieties, thus enhancing agricultural production efficiency and accuracy.
How can this dataset be used for agricultural research?
Researchers can use this dataset to develop and test algorithms for green chili pepper variety recognition, improving the ability to distinguish crop varieties.
Is the Green Chili Pepper Variety Classification Dataset suitable for machine learning?
Yes, the Green Chili Pepper Variety Classification Dataset is particularly suitable for training and evaluating machine learning models in image classification.
What are the applications of the dataset in agriculture?
In agriculture, the dataset can be used to enhance crop variety recognition, monitor plant health, and optimize farming decisions.

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Cite this Work

@dataset{Mobiusi2025,
  title={Green Chili Varietal Classification Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/73d77790889902425e1d19e3ce6f8832},
  urldate={2025-10-22},
  keywords={green chili, agricultural dataset, image classification dataset, deep learning dataset},
  version={1.0}
}

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