tensorflow / tensorflow/datasets
[data request] COVID-19 Chest X-Ray Dataset
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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: COVID Chest X-Ray Dataset
- URL of dataset: https://github.com/lindawangg/COVID-Net/blob/master/docs/COVIDx.md
- License of dataset: GNU Affero General Public License 3.0
- Short description of dataset and use case(s): This dataset contains chest x-ray images of normal, pneumonia, and COVID-19 patients sourced from five different datasets. It currently has 14,198 images with 8,066 normal, 5,559 pneumonia, and 573 COVID-19. This could be used in deep learning tasks to distinguish COVID-19 cases from normal and pneumonia cases.
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 and review the COVID-Net dataset description at the linked URL, then determine the dataset's required metadata and integration steps. Done means the COVID Chest X-Ray Dataset is added to TensorFlow Datasets with its stated license, description, and intended use cases represented.
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
- 45/100