tensorflow / tensorflow/datasets
[data request] PathVQA
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dataset request
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
- 1
Description
- Name of dataset: PathVQA
- URL of dataset: https://github.com/UCSD-AI4H/PathVQA
- License of dataset: Copyright License. https://arxiv.org/abs/2003.10286
- Short description of dataset and use case(s): This dataset is used to create an "AI-pathologists" to pass the board-certified examination of the American Board of Pathology. It contains 4,998 images and 32,799 question-answer pairs. Half of these questions have multiple labels (why, what, how, where, etc.) and the other half have a binary label "yes or no".
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
Read the guide to adding a dataset in docs/add_dataset.md, then inspect the PathVQA repository and its dataset description. Confirm the licensing and data format before following the guide; done means the PathVQA dataset and its question-answer pairs are integrated according to the contribution requirements and validated by the documented checks.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100