In these videos, I tested generating cartoon-style images from a frame from a video using Stable Diffusion and ControlNet.

Subsequently, I superimposed the resulting images back onto the video using another AI called EbSynth

Frame from the original video

This is the Key - the frame from which overlaying onto the source video begins