Airplay Picture Oversaturated

When I use my apple TV for airplay from either my mac or iPad the colors are way off and very oversaturated. When I have mirroring turned on the picture on the tablet or mac looks fine but the TV picture is bad. I can airplay a youtube video from ipad and it looks terrible on TV then go to the TV's youtube app and watch the same video and it looks fine. Is there some picture setting on Apple TV or Ipad/mac that I can change to get the pictures to match better?