| --- |
| 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](https://huggingface.co/blog/OpenMed/synthvision). Contains 119,137 records aggregated from 4 open medical image datasets: |
|
|
| | Source | Records | Modality | |
| |--------|---------|----------| |
| | [eltorio/ROCO-radiology](https://huggingface.co/datasets/eltorio/ROCO-radiology) | 65,393 | Radiology | |
| | [OpenMed/multicare-images](https://huggingface.co/datasets/OpenMed/multicare-images) | 50,000 | Mixed | |
| | [flaviagiammarino/path-vqa](https://huggingface.co/datasets/flaviagiammarino/path-vqa) | 3,430 | Pathology | |
| | [flaviagiammarino/vqa-rad](https://huggingface.co/datasets/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 |
|
|
| ```python |
| from datasets import load_dataset |
| |
| ds = load_dataset("OpenMed/synthvision-seeds") |
| ``` |
|
|
| ## Links |
|
|
| - [SynthVision blog post](https://huggingface.co/blog/OpenMed/synthvision) |
| - [Source code](https://github.com/openmed-labs/synthvision) |
| - [All SynthVision artifacts](https://huggingface.co/collections/OpenMed/synthvision-69baac655b557943aa1babd3) |
| - [OpenMed on Hugging Face](https://huggingface.co/OpenMed) |
|
|
