tensorflow / tensorflow/datasets
[data request] MPII Human Pose
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dataset request
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
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- Merged PRs (30d)
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Description
- Name of dataset: MPII Human Pose Dataset
- URL of dataset: http://human-pose.mpi-inf.mpg.de
- License of dataset: BSD
- Short description of dataset and use case(s): Single/multi target 2D human pose estimation in the wild
I'm actually part way through adding it - happy to collaborate, but this issue is mostly to reduce duplicate efforts (I'm aiming to finish up the PR in the next day or so, but the review process is understandably longer than that so it might be a while before it's visible to people not checking PRs awaiting review).
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
No file, test, or entry point is named. Review existing TensorFlow Datasets additions, then use the MPII Human Pose URL and metadata here as the requirements; done means the BSD-licensed dataset is available for 2D human pose estimation without duplicating the work already described as underway.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100