Arduino is not going to play video. Well, maybe some of the SAMD21 versions can, but I'd recommend a pi.
I have used a small TFT screen for the Raspberry Pi that works pretty well. It's 56x86mm so it's a bit larger than 2" but close.
It plugs right into the pi, no extra connectors needed.