tensorflow / tensorflow/datasets
[data request] OpenImages v7
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- Dominant language
- Python
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Description
Name of dataset: OpenImages v7
URL of dataset: https://g.co/dataset/open-images
License of dataset: licensed by Google Inc. under CC BY 4.0 license. The images are listed as having a CC BY 2.0 license.
Short description of dataset and use case(s): bigger than ImageNet with 61M image level labels, 16M bounding boxes, 3M visual relationships, 2.7M instance segmentation masks, 600k localized narratives (synchronized audio and text caption, with mouse trace), and 66M point labels.
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 OpenImages v7 dataset URL and licensing details in the issue. Follow the contribution guide to identify the required dataset integration and validation steps; done means OpenImages v7 is available through tensorflow/datasets.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100