Any plans to implement the functions in opencv?
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 17.9k
- Forks
- 7.3k
- Avg merge
- 1d 15h
- Merged PRs (30d)
- 13
Description
🚀 The feature
Expect an implementation of some of the apis available in opencv (e.g. cv2.findContours(), cv2.connectedComponents(), ...)
Motivation, pitch
Just want torchvision to be able to do these things faster using gpus, and make these api faster.
Alternatives
No response
Additional context
No response
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 torchvision's existing support for OpenCV-related operations and the requested APIs cv2.findContours() and cv2.connectedComponents(). Define which APIs are in scope and how GPU acceleration and speed improvements will be evaluated; done requires an agreed implementation scope and corresponding validation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- opencv, python, pytorch
- Domain
- computer-vision
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100