Datasets:
metadata
license: apache-2.0
task_categories:
- visual-question-answering
tags:
- medical
- synthvision
- openmed
size_categories:
- 100K<n<1M
synthvision-seeds
Seed records from 4 open medical image datasets
Records: 119,137
About
Seed dataset for the SynthVision pipeline. Contains 119,137 records aggregated from 4 open medical image datasets:
| Source | Records | Modality |
|---|---|---|
| eltorio/ROCO-radiology | 65,393 | Radiology |
| OpenMed/multicare-images | 50,000 | Mixed |
| flaviagiammarino/path-vqa | 3,430 | Pathology |
| flaviagiammarino/vqa-rad | 314 | Radiology |
Images are deduplicated by SHA-256 hash. Each record contains an image path, source dataset ID, modality, and any available metadata (captions or Q&A pairs).
Schema
id: str # unique record ID
image: str # relative image path
source: str # source dataset name
modality: str # imaging modality
metadata: dict # captions, Q&A pairs, or labels
Loading
from datasets import load_dataset
ds = load_dataset("OpenMed/synthvision-seeds")