---
extra_gated_prompt: >-
  According to the regulations, you need to participate in the [competition](https://www.kaggle.com/competitions/cassava-leaf-disease-classification/) to gain the right to access the data. If you haven't registered for the competition, please register before using the dataset.

  Before using this dataset, please carefully read the [competition rules](https://www.kaggle.com/competitions/cassava-leaf-disease-classification/rules). Below is an excerpt from the rules regarding the use of the dataset in the competition:
  
  *A. Data Access and Use.* You may access and use the Competition Data for
  non-commercial purposes only, including for participating in the Competition
  and on Kaggle.com forums, and for academic research and education. The
  Competition Sponsor reserves the right to disqualify any participant who uses
  the Competition Data other than as permitted by the Competition Website and
  these Rules.

  *B. Data Security.* You agree to use reasonable and suitable measures to
  prevent persons who have not formally agreed to these Rules from gaining
  access to the Competition Data. You agree not to transmit, duplicate, publish,
  redistribute or otherwise provide or make available the Competition Data to
  any party not participating in the Competition. You agree to notify Kaggle
  immediately upon learning of any possible unauthorized transmission of or
  unauthorized access to the Competition Data and agree to work with Kaggle to
  rectify any unauthorized transmission or access.
extra_gated_fields:
  Verifiable Name: text
  Institution Email: text
  Institutional Affiliation: text
  I have registered for the Kaggle competition: checkbox
  I agree to use this dataset for non-commercial use ONLY: checkbox
dataset_info:
- config_name: balanced
  features:
  - name: image_id
    dtype: string
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': Cassava Bacterial Blight (CBB)
          '1': Cassava Brown Streak Disease (CBSD)
          '2': Cassava Green Mottle (CGM)
          '3': Cassava Mosaic Disease (CMD)
          '4': Healthy
  splits:
  - name: train
    num_bytes: 554797422.125
    num_examples: 4935
  - name: validation
    num_bytes: 56634898.0
    num_examples: 500
  - name: test
    num_bytes: 144312.0
    num_examples: 1
  download_size: 611581757
  dataset_size: 611576632.125
- config_name: full
  features:
  - name: image_id
    dtype: string
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': Cassava Bacterial Blight (CBB)
          '1': Cassava Brown Streak Disease (CBSD)
          '2': Cassava Green Mottle (CGM)
          '3': Cassava Mosaic Disease (CMD)
          '4': Healthy
  splits:
  - name: train
    num_bytes: 2429349541.125
    num_examples: 20327
  - name: validation
    num_bytes: 128317938.25
    num_examples: 1070
  - name: test
    num_bytes: 144312.0
    num_examples: 1
  download_size: 2557821273
  dataset_size: 2557811791.375
- config_name: resized
  features:
  - name: image_id
    dtype: string
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': Cassava Bacterial Blight (CBB)
          '1': Cassava Brown Streak Disease (CBSD)
          '2': Cassava Green Mottle (CGM)
          '3': Cassava Mosaic Disease (CMD)
          '4': Healthy
  splits:
  - name: train
    num_bytes: 2046845570.375
    num_examples: 17117
  - name: validation
    num_bytes: 510821909.0
    num_examples: 4280
  - name: test
    num_bytes: 144312.0
    num_examples: 1
  download_size: 2557830985
  dataset_size: 2557811791.375
configs:
- config_name: balanced
  data_files:
  - split: train
    path: balanced/train-*
  - split: validation
    path: balanced/validation-*
  - split: test
    path: balanced/test-*
- config_name: full
  data_files:
  - split: train
    path: full/train-*
  - split: validation
    path: full/validation-*
  - split: test
    path: full/test-*
- config_name: resized
  data_files:
  - split: train
    path: resized/train-*
  - split: validation
    path: resized/validation-*
  - split: test
    path: resized/test-*
---

This dataset is a Hugging Face version of the dataset in the [Kaggle](https://kaggle.com/competitions/cassava-leaf-disease-classification) competition.

## Citation

```bib
@misc{cassava-leaf-disease-classification,
    author = {ErnestMwebaze and Jesse Mostipak and Joyce and Julia Elliott and Sohier Dane},
    title = {Cassava Leaf Disease Classification},
    year = {2020},
    howpublished = {\url{https://kaggle.com/competitions/cassava-leaf-disease-classification}},
    note = {Kaggle}
}
```