tensorflow / tensorflow/datasets
[data request] CUFS data set
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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: CUHK Face Sketch Database (CUFS)
- URL of dataset: http://mmlab.ie.cuhk.edu.hk/archive/facesketch.html
- License of dataset: unknown
- Short description of dataset and use case(s):
CUHK Face Sketch database (CUFS) is for research on face sketch synthesis and face sketch recognition. It has 606 faces in total. For each face, there is a sketch drawn by an artist based on a photo taken in a frontal pose, under normal lighting condition, and with a neutral expression.
It could be used to teach neural networks to sketch portraits from photos.
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 verify the CUFS URL, dataset availability, and licensing, since the request leaves the license unknown. Follow the guide for adding CUFS to tensorflow/datasets; done means the dataset is integrated and usable for face sketch synthesis or recognition research.
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
- 30/100