tensorflow / tensorflow/datasets
[data request] Chexpert Dataset Support for Large Dataset as Well
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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: CheXpert
- URL of dataset: https://stanfordmlgroup.github.io/competitions/chexpert/
- License of dataset: Their License
- Short description of dataset and use case(s): Chexpert only works with the small version of the dataset, support for the large one would be nice as well
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
The issue names no files or tests; start by locating the existing CheXpert dataset implementation and comparing how it downloads or configures the small dataset. Determine the large-dataset access requirements, then verify that the large version can be prepared and loaded through TFDS with appropriate coverage.
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