Paired Retina Dataset: Cross-Device Fundus Pairs

Paired tabletop and portable retinal images from the same patients, enabling cross-device domain-adaptation research.

At a glance

Field	Value
Short name	paired_retina
Full name	Paired Retina Dataset: Cross-Device Fundus Pairs
Primary category	fundus
Contained modalities	fundus
Tasks	classification, regression
Samples	Not reported
Classes	Not reported (Not reported)
Splits	train, val, test
Size	3.0 GB
Source-stated terms	Unknown — needs check (HF)
Normalized terms	unknown
Descriptive screening label	Unknown or unclear; do not assume permission
Terms scope	unknown
Access friction	anonymous_direct
Route backend	HuggingFace Hub
Availability	available (checked 2026-07-21)
Acquisition support	standard_platform_supported
Legacy sample-loader status	Metadata and access only

Notes

Provenance and license require verification against the underlying publication before commercial use.

Access preflight and acquisition

CLI

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

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

Python

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

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

Upstream page: huggingface.co/datasets

Source-term evidence: huggingface.co/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{paired_retina,
  title  = { Paired Retina Dataset: Cross-Device Fundus Pairs },
  note   = { Paired Retina Dataset: Cross-device fundus pairs. HuggingFace, 2025 },
  year   = { 2025 },
  url    = { https://huggingface.co/datasets/smartretina2025/paired_retina },
}

Plain text

Paired Retina Dataset: Cross-device fundus pairs. HuggingFace, 2025.

Source-stated terms

• Raw source string: Unknown — needs check (HF)
• Normalized category: unknown
• Apparent scope: unknown
• Descriptive screening label: Unknown or unclear; do not assume permission

⚠️ 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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