Pre-trained detection models for PyTorch Hub
Open
Nobody has claimed this yet.
enhancement
help wanted
module: hub
module: models
- Dominant language
- Python
- Stars
- 17.9k
- Forks
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- Avg merge
- 1d 15h
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Description
🚀 Feature
First of all, thanks for the amazing work.
I noticed currently there's no pre-trained detection models exposed via hub_conf.py. It looks like the building blocks are already there. Is there plan to support it?
Thanks
Motivation
Increase coverage of supported vision tasks via Torch Hub.
Pitch
- entrypoints for detection models are added to
hub_conf.py - some helpers e.g. for bbox parsing could also be added there
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 reading hub_conf.py and the existing Torch Hub model entrypoints to understand how supported models are exposed. Determine which pre-trained detection models and bbox-parsing helpers fit the existing configuration, then verify that the selected detection models can be loaded through Torch Hub and that their documented entrypoints work.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 32/100