Adding CenterNet to Torchvision/detection
Open
Nobody has claimed this yet.
needs discussion
new feature
topic: object detection
- Dominant language
- Python
- Stars
- 17.9k
- Forks
- 7.3k
- Avg merge
- 1d 15h
- Merged PRs (30d)
- 13
Description
🚀 The feature
Add CenterNet to torchvision
Motivation, pitch
centernet is a better one-stage object detector than SSD and it is also very practical.This anchor-free detector is currently relatively popular.
Alternatives
No response
Additional context
No response
cc @datumbox
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 the CenterNet paper linked in the issue, then inspect torchvision's existing detection components to understand how a new detector fits. The issue names no files or tests; done means CenterNet is integrated into torchvision/detection as a supported object detector, with the expected project validation identified during that review.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- 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