facebookresearch / facebookresearch/detectron2
Pretrained models for Keypoint + Segmentation tasks
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Description
Pretrained models for Keypoint + Segmentation tasks
Although there are multiple pretrained models provided for segmentation and keypoint tasks separately, there is no pretrained model that trained for multi-task.
Providing such models would be an important baseline for the people that re-trained their model since it is possible to train such models using detectron2 (#17).
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
The issue names no files or tests; begin by comparing detectron2’s existing pretrained segmentation and keypoint model entry points and reviewing the multi-task training reference in issue #17. Done would require a pretrained model supporting both tasks and serving as a usable baseline.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100