facebookresearch / facebookresearch/detectron2
Training steps automation
Open
enhancement
- Dominant language
- Python
- Stars
- 34.7k
- Forks
- 7.9k
- PR merge metrics
- No merged PRs in 30d
Description
Just like yolov8 is it possible for detectron2 to automate and export perfectly trained steps , As of now we are required to provide number of steps check for detection if not found train again , In yolov8 you just pass on the batch size and the training starts and it exports optimum model by checking validation loss .
Contributor guide
Research direction
The issue names no files, tests, or entry points. Start by reviewing Detectron2's existing training and validation workflow, then clarify the desired automation and export criteria; done would require an agreed scope and demonstrated behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100