https://github.com/bayunova28/rice_type_classificaiton
This repository contains about my personal project about rice type classification
https://github.com/bayunova28/rice_type_classificaiton
classification machine-learning matlab
Last synced: 6 months ago
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This repository contains about my personal project about rice type classification
- Host: GitHub
- URL: https://github.com/bayunova28/rice_type_classificaiton
- Owner: Bayunova28
- Created: 2022-07-20T17:29:00.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2022-07-20T17:44:58.000Z (about 3 years ago)
- Last Synced: 2025-02-17T20:42:20.556Z (8 months ago)
- Topics: classification, machine-learning, matlab
- Language: MATLAB
- Homepage:
- Size: 1.24 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Rice Type Classificaiton
## Context
Rice has been one of the most widely consumed foods for a large part of human population. Numerous different rice varieties are imported and exported
worldwide, making it the backbone of many countries’ economy. Rice seeds of different varieties can be accidentally or intentionally mixed during any of the steps in a
rice production pipeline, introducing impurities. These impurities could damage the trust between rice importers and exporters, calling for the need to develop a reliable
rice variety inspection system.
## Schema
* `Id`
* `Area`
* `MajorAxisLength`
* `MinorAxisLength`
* `Eccentricity`
* `ConvexArea`
* `EquivDiameter`
* `Extent`
* `Perimeter`
* `Roundness`
* `AspectRation`
* `Class`
## Acknowledgement
Dataset Source : [Kaggle](https://www.kaggle.com/datasets/mssmartypants/rice-type-classification)