Imaging · dataset · 2024
joshuachou/SkinCAP
Listed in Hugging Face Datasets
Description
🍀SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical Captions SkinCAP comprises 4,000 images sourced from the Fitzpatrick 17k skin disease dataset and the Diverse Dermatology Images dataset, meticulously annotated by our dermatologists to provide extensive medical descriptions and captions. Our annotation is released!🎉 v240715: Converted English Annotations with Google Translate v240623: Converted English Annotations with GPT-4 *To officially access the raw… See the full description on the dataset page: huggingface.co/datasets/joshuachou/SkinCAP.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/joshuachou/SkinCAP ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Where it is published
- DOI doi.org/10.57967/hf/2256 ↗
DOI / persistent id · from Hugging Face
Documentation and papers
- arXiv:2405.18004 arxiv.org/abs/2405.18004 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/joshuachou/SkinCAP ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image to text
- From keywords
- Computer Science & AI · Disease · Life Sciences
- Inferred from text
- Image 65%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | joshuachou/SkinCAP | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[disease].local:disease:disease | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['disease'] |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['biology'] |
| concepts[modality].hf_modality:image | 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:image-to-text | 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 |