Datasets:
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Kentaro-Machida
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README.md
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# Matthiola incana
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# Matthiola incana
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6350ca6607080feca52ee6e1/1CbJpwx4Lcxxi208HkTjm.png" alt="Image description" width="50%">
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Matthiola incana, a member of the family Brassicaceae, is an ornamental plant cultivated worldwide for its beautiful flowers. This species exhibits two flower forms: single and double flowers. The market for single-flowered plants is extremely limited and their commercial value is lower than that of double-flowered plants. Therefore, to efficiently produce high-value M. incana, farmers select double-flowered plants during the seedling stage, a few weeks after sowing, based on cotyledon characteristics. However, this identification is not simple and can be extremely difficult for inexperienced individuals.Using this dataset, you can create a classification model for Matthiola incana.
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# About the
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It contains data on the following varieties of M. incana:
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* Quartet_Apricot
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Each folder is further divided by {date}_{single or double}.
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The purpose of this data is to perform binary classification between **single** and **double**.
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Each JPG image is named using the date of data collection and the individual number. Each individual in Quartet_Apricot, Quartet_Apricot2, Quartet_Blue, ..., Quartet_Rose2 is completely separate. For example, Quartet_Apricot, Quartet_Apricot2, and Quartet_Blue each contain a JPG image of individual number 1, but these are completely separate individuals.
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The directory structure of Quartet_Apricot is shown below as an example.
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```
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Quartet_Apricot/
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├── KA230307_single/
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│ ├── KA230307 (1).JPG
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│ ├── KA230307 (100).JPG
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│ └── ...
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├── KA230307_double/
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│ └── (JPG files)
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├── KA230308_single/
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│ └── (JPG files)
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├── KA230308_double/
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│ └── (JPG files)
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├── KA230309_single/
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│ └── (JPG files)
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└── KA230309_double/
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└── (JPG files)
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```
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This dataset splits images not only by label but also by date, so when using it, we recommend downloading the dataset using the git clone command.
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```
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git clone https://huggingface.co/datasets/Kentaro-Machida/Matthiola-incana-Leaf-Image-Classification
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```
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# Data collection
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MiLIC dataset was created by agricultural experts at Mizuho Agricultural High School in Tokyo, Japan, in collaboration with the Nakajo Laboratory at Tokyo University of Agriculture and Technology.
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We planted M.incana seeds in trays and tracked whether each individual became a single-flower or a double-flower. Images were taken between 2 and 3 weeks after planting the seeds.
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# License
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The Creative Commons Attribution 4.0 International License (CC BY 4.0) allows users to share, copy, adapt, and build upon a work, even for commercial purposes, as long as proper credit is given to the original creator.
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# Matthiola incana leaf dataset
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This dataset is intended to create a model for classifying images of Matthiola incana leaves into **single-flowered** leaf or **double-flowered leaf**.
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# Matthiola incana
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Matthiola incana, a member of the family Brassicaceae, is an ornamental plant cultivated worldwide for its beautiful flowers. This species exhibits two flower forms: single and double flowers. The market for single-flowered plants is extremely limited and their commercial value is lower than that of double-flowered plants. Therefore, to efficiently produce high-value M. incana, farmers select double-flowered plants during the seedling stage, a few weeks after sowing, based on cotyledon characteristics. However, this identification is not simple and can be extremely difficult for inexperienced individuals.Using this dataset, you can create a classification model for Matthiola incana.
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# About the dataset
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It contains data on the following varieties of M. incana:
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* Quartet_Apricot
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Each folder is further divided by {date}_{single or double}.
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The purpose of this data is to perform binary classification between **single** and **double**.
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