task_categories:image-classification size_categories:n<1K language:en license:cc-by-4.0 medical region:us
---
license: cc-by-4.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': a_noDR
          '1': b_mildDR
          '2': c_moderateDR
          '3': d_severeDR
          '4': e_proDR
  splits:
  - name: train
    num_bytes: 166058061
    num_examples: 413
  - name: test
    num_bytes: 46195500
    num_examples: 103
  download_size: 203477506
  dataset_size: 212253561
task_categories:
- image-classification
language:
- en
tags:
- medical
pretty_name: IDRiD Disease Grading
size_categories:
- n<1K
---

# Indian Diabetic Retinopathy Image Dataset (IDRiD)

This dataset is the disease grading portion of the IDRiD.

The original source of the dataset is here: https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid
