Eye Disease Image Dataset

Original and augmented eye-disease image dataset covering retinitis pigmentosa, retinal detachment, pterygium, myopia, macular scar, glaucoma, disc edema, diabetic retinopathy, central serous chorioretinopathy, and healthy classes.

At a glance

Field	Value
Short name	eye_disease_image_mendeley
Full name	Eye Disease Image Dataset
Primary category	fundus
Contained modalities	fundus
Tasks	classification
Samples	5,335
Classes	Not reported (Not reported)
Splits	all
Size	1.5 GB
Source-stated terms	CC BY 4.0
Normalized terms	cc-by
Descriptive screening label	Standard label without an explicit NC clause; not a permission finding
Terms scope	dataset_files
Access friction	anonymous_direct
Route backend	Mendeley Data
Availability	available (checked 2026-07-21)
Acquisition support	standard_platform_supported
Legacy sample-loader status	Metadata and access only

Notes

Includes augmented images; use original subset for clinical validation.

Access preflight and acquisition

CLI

# Read-only preflight
eyehub download eye_disease_image_mendeley --data-dir ./data --dry-run --json

# Explicit transfer, only when preflight reports supported behavior
eyehub download eye_disease_image_mendeley --data-dir ./data

Python

from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY

ds = REGISTRY.get_dataset('eye_disease_image_mendeley')
print(preflight_dataset(ds, './data'))  # no transfer

Upstream page: data.mendeley.com/datasets

Source-term evidence: data.mendeley.com/datasets

Loader status

This catalog record provides metadata and access instructions, but it does not yet include a standard DatasetSample loader. Inspect the source file structure or contribute a loader before using it in a training pipeline.

Citation

BibTeX

@misc{eye_disease_image_mendeley,
  title  = { Eye Disease Image Dataset },
  note   = { Eye Disease Image Dataset. Mendeley Data, V1, 2024. doi:10.17632/s9bfhswzjb.1 },
  year   = { 2024 },
  url    = { https://data.mendeley.com/datasets/s9bfhswzjb/1 },
}

Plain text

Eye Disease Image Dataset. Mendeley Data, V1, 2024. doi:10.17632/s9bfhswzjb.1

Source-stated terms

• Raw source string: CC BY 4.0
• Normalized category: cc-by
• Apparent scope: dataset_files
• Descriptive screening label: Standard label without an explicit NC clause; not a permission finding

⚠️ Source-stated terms, scope, and normalized labels are curation metadata, not legal advice or a permission finding. Review the current official source before transfer or reuse.

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• bidr: BiDR: Diabetic Retinopathy Diagnosis Dataset (35,126 records, unknown)