AMDNet23 Fundus Image Dataset for AMD Detection

Two thousand preprocessed fundus images compiled from six public sources for normal, diabetes, cataract, and age-related macular degeneration classification.

At a glance

Field	Value
Short name	amdnet23
Full name	AMDNet23 Fundus Image Dataset for AMD Detection
Primary category	fundus
Contained modalities	fundus
Tasks	classification
Samples	2,000
Classes	Not reported (Not reported)
Splits	all
Size	Not reported
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

Composite/preprocessed dataset compiled from ODIR, DR_200, Fundus Dataset, RFMiD, HRF, and ARIA; avoid treating it as an independent primary cohort.

Access preflight and acquisition

CLI

# Read-only preflight
eyehub download amdnet23 --data-dir ./data --dry-run --json

# Explicit transfer, only when preflight reports supported behavior
eyehub download amdnet23 --data-dir ./data

Python

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

ds = REGISTRY.get_dataset('amdnet23')
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{amdnet23,
  title  = { AMDNet23 Fundus Image Dataset for AMD Detection },
  note   = { Ali MA. AMDNet23: Fundus Image Dataset for Age-Related Macular Degeneration Disease Detection. Mendeley Data, V1, 2025. doi:10.17632/yj35kjgrv3.1 },
  year   = { 2025 },
  url    = { https://data.mendeley.com/datasets/yj35kjgrv3/1 },
}

Plain text

Ali MA. AMDNet23: Fundus Image Dataset for Age-Related Macular Degeneration Disease Detection. Mendeley Data, V1, 2025. doi:10.17632/yj35kjgrv3.1

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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