Base64 is a convenient (but not efficient) way of transferring binary data. It's inefficient because transfer size will be 33% bigger than what you're originally transferring. Si it's not a popular way of transmitting video. If you are planning to stream that video, you should be looking for a established protocol for doing just that.
I would recommend a streaming protocol (there are a lot where you can chose from).