tensorflow / tensorflow/datasets
[data request] RibFracture Dataset
Open
Nobody has claimed this yet.
dataset request
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
- 1
Description
- Name of dataset: RibFrac Dataset
- URL of dataset: https://zenodo.org/record/3893508#.X00Jafj0lQI
- License of dataset: https://creativecommons.org/licenses/by-nc/4.0/legalcode
- Short description of dataset and use case(s): This dataset is a benchmark for developing algorithms on rib fracture detection, segmentation and classification. This RibFrac dataset, including CTs images and classification labels, including 5 types: background, displaced rib fracture, non-displaced rib fracture, buckle rib fracture, segmental rib fracture and other rib fracture type.
Folks who would also like to see this dataset in tensorflow/datasets, please thumbs-up so the developers can know which requests to prioritize.
And if you'd like to contribute the dataset (thank you!), see our guide to adding a dataset.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with docs/add_dataset.md, then inspect the RibFrac dataset at the linked Zenodo URL and verify its license and labels. Follow the contribution guide to determine the required dataset structure and metadata; the work is done when RibFrac has been contributed to tensorflow/datasets according to those requirements.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100