Imaging · dataset · 2022
benschill/brain-tumor-collection
Listed in Hugging Face Datasets
This dataset is intended as a test case for classification tasks (4 different kinds of brain xrays).
Description
The dataset consists of almost 1400 JPEG images grouped into two splits - training and validation. Each split contains 4 categories labeled as n0~n3, each corresponding to a cancer result of the mrt. | Label | Xray Category | Train Images | Validation Images | | ----- | --------------------- | ------------ | ----------------- | | n0 | glioma_tumor | 826 | 100 | | n1 | meningioma_tumor | 822 | 115 | | n2 | pituitary_tumor | 827 | 74 | | n3 | no_tumor | 395 | 105 |
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/benschill/brain-tumor-collection ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/benschill/brain-tumor-collection ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image
- From keywords
- Computer Science & AI
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | benschill/brain-tumor-collection | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[disease].local:disease:cancer | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |