|
--- |
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annotations_creators: |
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- expert-generated |
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language_creators: |
|
- expert-generated |
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language: |
|
- en |
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license: |
|
- mit |
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multilinguality: |
|
- monolingual |
|
pretty_name: Beans |
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size_categories: |
|
- 1K<n<10K |
|
source_datasets: |
|
- original |
|
task_categories: |
|
- other |
|
task_ids: |
|
- other-other-image-classification |
|
--- |
|
|
|
# Dataset Card for Beans |
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|
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
|
- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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|
|
## Dataset Description |
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|
|
- **Homepage:**[Beans Homepage](https://github.com/AI-Lab-Makerere/ibean/) |
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- **Repository:**[AI-Lab-Makerere/ibean](https://github.com/AI-Lab-Makerere/ibean/) |
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- **Paper:** N/A |
|
- **Leaderboard:** N/A |
|
- **Point of Contact:** N/A |
|
|
|
### Dataset Summary |
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|
|
Beans leaf dataset with images of diseased and health leaves. |
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|
|
### Supported Tasks and Leaderboards |
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|
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- image-classification |
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|
|
### Languages |
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|
|
English |
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|
|
## Dataset Structure |
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|
|
### Data Instances |
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|
|
A sample from the training set is provided below: |
|
|
|
``` |
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{ |
|
'image_file_path': '/root/.cache/huggingface/datasets/downloads/extracted/0aaa78294d4bf5114f58547e48d91b7826649919505379a167decb629aa92b0a/train/bean_rust/bean_rust_train.109.jpg', |
|
'labels': 1 |
|
} |
|
``` |
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|
|
### Data Fields |
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|
|
The data instances have the following fields: |
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|
|
- `image_file_path`: a `string` filepath to an image. |
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- `labels`: an `int` classification label. |
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|
|
### Data Splits |
|
|
|
|
|
| name |train|validation|test| |
|
|----------|----:|----:|----:| |
|
|beans|1034|133|128| |
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|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
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|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
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|
|
#### Who are the source language producers? |
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|
|
[More Information Needed] |
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|
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### Annotations |
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|
|
#### Annotation process |
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|
|
[More Information Needed] |
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|
|
#### Who are the annotators? |
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|
|
[More Information Needed] |
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|
|
### Personal and Sensitive Information |
|
|
|
[More Information Needed] |
|
|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed] |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed] |
|
|
|
### Other Known Limitations |
|
|
|
[More Information Needed] |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[More Information Needed] |
|
|
|
### Licensing Information |
|
|
|
[More Information Needed] |
|
|
|
### Citation Information |
|
|
|
``` |
|
@ONLINE {beansdata, |
|
author="Makerere AI Lab", |
|
title="Bean disease dataset", |
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month="January", |
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year="2020", |
|
url="https://github.com/AI-Lab-Makerere/ibean/" |
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} |
|
``` |
|
|
|
### Contributions |
|
|
|
Thanks to [@nateraw](https://github.com/nateraw) for adding this dataset. |
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|
