facebookresearch / facebookresearch/detectron2

random init cfg file for VitDet

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#4,442 0 comments 1 reaction 0 assignees View on GitHub
enhancement
Dominant language
Python
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Description

In vitdet paper, there is some result for random init vitdet(without MAE pretraining). however, when i try to train a random init vitdet, the result of it is much lower than the paper result. 46.1 vs 48.1. So what is the cfg for random init vitdet?

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Research direction

The issue names no repository file, test, or entry point. Start by locating the VitDet training configuration and comparing its random-initialization settings with the paper’s experiment; done means identifying a configuration that reproduces the reported 48.1 result instead of 46.1.

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Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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