tensorflow / tensorflow/datasets
[data request] Pascal VOC
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dataset request
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
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Description
- Name of dataset: Pascal VOC12 with SDB extension
- URL of dataset: http://host.robots.ox.ac.uk/pascal/VOC/ and http://home.bharathh.info/pubs/codes/SBD/download.html
- License of dataset: ?? (to be investigated)
- Short description of dataset and use case(s): the classic detection and semantic segmentation dataset. Used in many works related to weakly supervised learning (since a bit easier than Coco).
Folks who would also like to see this dataset in tensorflow/datasets, please +1/thumbs-up so the developers can know which requests to prioritize.
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 by reviewing the Pascal VOC12 and SBD URLs in the issue and investigate the dataset license, which is currently unknown. The issue does not name files or tests; done would require confirming the licensing and defining the TensorFlow Datasets integration needed to provide the requested dataset.
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
- Needs clarification
- Newbie friendliness
- 35/100