Fundus Report Dataset
Fundus/UWF image-report dataset derived from DeepDRiD and OUWFD-style resources for report-generation research.
At a glance
| Field | Value |
|---|---|
| Short name | fundus_report_dataset |
| Full name | Fundus Report Dataset |
| First published | 2026 |
| Publication date precision | year |
| Publication date evidence | api.datacite.org/dois |
| Publication date source field | data.attributes.publicationYear |
| Publication date reviewed | 2026-09-11 |
| Primary category | multimodal |
| Resource role | annotation_layer |
| Dataset family | fundus_report_dataset |
| Contained modalities | fundus, uwf_fundus, text |
| Tasks | report_generation, text_generation |
| Primary reported quantity | 422 image report pairs |
| Classes | Not reported (Not reported) |
| Splits | all |
| Size | 0.5 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 | self_service_authenticated |
| Route backend | HuggingFace Hub |
| Availability | available (checked 2026-07-21) |
| Acquisition support | standard_platform_supported |
| Legacy sample-loader status | Metadata and access only |
Reported quantities
| Role | Count | Unit | Scope | Basis | Evidence |
|---|---|---|---|---|---|
| Primary | 422 | image_report_pairs | Fundus or UWF image-report rows | official_source_description | huggingface.co/datasets |
Counts retain their source-reported units. Additional rows can describe components, paired items, or derivative copies and are not automatically added to the primary quantity.
Notes
Derivative report-generation view; verify source image terms row by row.
Documented relationships
These links record source-supported lineage or overlap, not merely similar modality tags.
- This record is
derived fromdeepdrid: The dataset card reports 203 source images from DeepDRiD and 219 from OUWFD. (evidence)
Access information and download
- CLI
- Python
# Read-only preflight
eyehub download fundus_report_dataset --data-dir ./data --dry-run --json
# Download, only when preflight reports supported behavior
eyehub download fundus_report_dataset --data-dir ./data
from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY
ds = REGISTRY.get_dataset('fundus_report_dataset')
print(preflight_dataset(ds, './data')) # no download
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
- Plain text
@misc{fundus_report_dataset,
title = { Fundus Report Dataset },
note = { zzzzineun/fundus-report-dataset. Hugging Face dataset, accessed 2026-07 },
year = { 2026 },
url = { https://huggingface.co/datasets/zzzzineun/fundus-report-dataset },
}
zzzzineun/fundus-report-dataset. Hugging Face dataset, accessed 2026-07.
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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