Imaging · dataset · 2023
VQA-RAD
Listed in Hugging Face Datasets
Dataset Card for VQA-RAD Dataset Description VQA-RAD is a dataset of question-answer pairs on radiology images.
Description
The dataset is intended to be used for training and testing Medical Visual Question Answering (VQA) systems. The dataset includes both open-ended questions and binary "yes/no" questions.
The dataset is built from MedPix, which is a free open-access online database of medical images. The question-answer pairs were manually generated by a team of clinicians.… See the full description on the dataset page: huggingface.co/datasets/flaviagiammarino/vqa-rad.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/flaviagiammarino/vqa-rad ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/flaviagiammarino/vqa-rad ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · text · visual question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | flaviagiammarino/vqa-rad | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:visual-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |