facebookresearch / facebookresearch/detectron2

Training steps automation

Open
#5,236 1 comment 0 reactions 0 assignees View on GitHub
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

Open the contributing 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

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.