just to extend @GabLeRoux's answer:
[<img src="https://img.youtube.com/vi/<VIDEO ID>/maxresdefault.jpg" width="50%">](https://youtu.be/<VIDEO ID>)
this way you will be able to adjust the size of the thumbnail image in the README.md file on you Github repo.