Finding the anomalies (change in one video to another video) in video data

I suggest you read through this thread: Introducing new project: image2sdr.

You would need to sample images out of the video to create an SDR stream. Then create a Network with an SP and TM. Then you could get anomaly values.

What type of video are you planning on analyzing?