we need to decide how many frames our output video should have now assume that the video is 1 min long at 30 fps. k factor=fps_output/fps_input k=90/30 k=3 # the output video will have T(total time(sec))x fps_output=60x90=5400 Need to atach Unet arch Interpolation Factor(k)=output fps/inputFps Number of frames Required between 2 frames(n)=k-1 Time Step=1/n+1,2/n+1