Task Categories: other
Languages: en
Multilinguality: monolingual
Size Categories: 1K<n<10K
Licenses: mit
Language Creators: expert-generated
Annotations Creators: expert-generated
Source Datasets: original

Dataset Card for Beans

Dataset Summary

Beans leaf dataset with images of diseased and health leaves.

Supported Tasks and Leaderboards

  • image-classification



Dataset Structure

Data Instances

A sample from the training set is provided below:

    'image_file_path': '/root/.cache/huggingface/datasets/downloads/extracted/0aaa78294d4bf5114f58547e48d91b7826649919505379a167decb629aa92b0a/train/bean_rust/bean_rust_train.109.jpg',
    'labels': 1

Data Fields

The data instances have the following fields:

  • image_file_path: a string filepath to an image.
  • labels: an int classification label.

Class Label Mappings:

  "angular_leaf_spot": 0,
  "bean_rust": 1,
  "healthy": 2,

Data Splits

train validation test
# of examples 1034 133 128

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]


Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

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",


Thanks to @nateraw for adding this dataset.

Models trained or fine-tuned on beans