Video Option on Calls

I have turned off the option for video to start at the beginning of a call (I'm working from home so my dress code is a bit different to the office!) but over the last week the video is starting to connect at the start of calls automatically.

Is there anywhere else, other than settings, that I need to visit to turn off auto-connect for video?

Thanks