facebookresearch / facebookresearch/detectron2
Lacking documentation for models reproduction
- Dominant language
- Python
- Stars
- 34.7k
- Forks
- 7.9k
- PR merge metrics
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Description
https://github.com/facebookresearch/detectron2/blob/main/projects/DensePose/doc/GETTING_STARTED.md
The above documentation provides an instruction to train a new model, but the produced model is in `.pth` format and follows different conventions than `.pkl`s in Model Zoo. Where is the documentation to reproduce models from Model Zoo, if any?
Contributor guide
Research direction
Start with projects/DensePose/doc/GETTING_STARTED.md and investigate how its .pth output differs from the .pkl files in Model Zoo. Document the supported procedure for reproducing Model Zoo models and explain the resulting checkpoint conventions, including the relevant training entry points and how to verify that reproduction is complete.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100