You will need to extract the individual frames from the video, and pass those to the MoveNet model. Within TensorFlow, the tfds.features.Video
feature connector might help. If that doesn't meet your needs, I expect there are other Python libraries that can help you retrieve frames from videos as images.
I hope that helps.