facebookresearch / facebookresearch/SlowFast

Gray-scale network and pre-trained model?

Open
#68 0 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
Stars
7.4k
Forks
1.3k
PR merge metrics
No merged PRs in 30d

Description

Hi! Thanks again for the great repo.

In the paper, you mention a gray-scale model that gets within 1% of RGB model. That's very interesting.

Are there plans to also provide a link to this model? And also -- apologies on a dumb question but how do you handle the inputs? Does the input get reduced to 1 channel -- and if so is there an option already in the model code for that? Or are you projecting the grayscale into three channels -- given that some Kinetics videos are already in B&W.

I'm fine-tuning on a problem where a lot of my data is in B&W, and would be interesting to just use grayscale for pre-training. Thank you!

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.