I want to train a network with video data and have it transform pixel values overtime on an input video. This is for an art project and does not need to be super elaborate, but the videos I want to render out of this might be big in resolution and frame count.
Which neural network would be appropriate for this task? I think I'm looking for a convolutional network (but I'm not too sure of that either). Which framework could easily allow me to do this?