| --- |
| dataset_info: |
| - config_name: augmented |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Anaji |
| '1': Bichi |
| '2': Champa |
| '3': Deshi |
| '4': Shagor |
| '5': Shobri |
| splits: |
| - name: train |
| num_bytes: 5952767112 |
| num_examples: 6000 |
| download_size: 5082692214 |
| dataset_size: 5952767112 |
| - config_name: raw |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Anaji |
| '1': Bichi |
| '2': Champa |
| '3': Deshi |
| '4': Shagor |
| '5': Shobri |
| splits: |
| - name: train |
| num_bytes: 4358296086 |
| num_examples: 1166 |
| download_size: 4389798331 |
| dataset_size: 4358296086 |
| configs: |
| - config_name: augmented |
| data_files: |
| - split: train |
| path: augmented/train-* |
| - config_name: raw |
| default: true |
| data_files: |
| - split: train |
| path: raw/train-* |
| license: cc-by-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # Banana Variety Classification |
|
|
| A dataset for variety classification of bananas. The dataset contains raw and augmented versions. |
| The raw dataset contains 1,166 images. |
| Images per class: |
| - Anaji: 209 |
| - Bichi: 182 |
| - Champa: 136 |
| - Deshi: 237 |
| - Shagor: 239 |
| - Shobri: 163 |
|
|
| The augmented dataset contains 6,000 images. |
| Images per class: |
| - Anaji: 1,000 |
| - Bichi: 1,000 |
| - Champa: 1,000 |
| - Deshi: 1,000 |
| - Shagor: 1,000 |
| - Shobri: 1,000 |
|
|
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{sheikh2024bananaset, |
| title={BananaSet: a dataset of banana varieties in Bangladesh}, |
| author={Sheikh, Md Ripon and Hossain, Md Anwar and Hossain, Moazzem and Islam, Md Masudul and Himel, Galib Muhammad Shahriar}, |
| journal={Data in Brief}, |
| volume={54}, |
| pages={110513}, |
| year={2024}, |
| publisher={Elsevier} |
| } |
| ``` |
|
|
| Islam, Md Masudul; Sheikh, Ripon; Hossain, Md. Anwar; Hossain, Moazzem ; Himel, Galib Muhammad Shahriar (2024), “BananaSet: A Dataset of Banana Varieties in Bangladesh”, Mendeley Data, V4, doi: 10.17632/35gb4v72dr.4 |
