It depends on how big the binary files are. If they add up to ten or twenty MB than you should be OK. If there are hundreds of megabytes of video and images then it'll blow up the size of the repo quite dramatically.
Git compresses all the files and only stores diffs between revisions. This works really well for text, not so much with binaries. If there is a slight change in the files it's quite likely the diff algorithm is not going to make a perfect diff, but add a whole new version. This is even worse for video as it is already very aggressively compressed and thus will not take advantage of git compression. Expect the size of your repository to be that of a sum of all the video files' sizes.
Another thing about got is that whenever you clone, the whole copy of the repository hers transmitted. Again, this becomes an issue with a big repository.
If, however, the size is not an issue I would highly recommend to put these binary files into a separate repository and link it to the sourse repo using got submodules. This way your source repo stays nice and small, giving you the freedom to handle binaries in some other way in the future.