# Efficient Video Object Segmentation via Network Modulation

<https://arxiv.org/pdf/1802.01218.pdf>

![](https://443921002-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LGHUhl6VYqrZm4Re77O%2F-LINpegFV04_NB99dWZr%2F-LINsDOiZ1zClH1UGLJH%2FScreen%20Shot%202018-07-26%20at%204.15.59%20PM.png?alt=media\&token=a229aaef-5ebe-44a4-b182-46b798cfdace)

Learn how to modify weights of a segmentation network by only look at the  first frame (one shot segmentation).&#x20;
