So far have just been separating hyperfused and hypofused with the model, not touching the wild-type. Now that I've shown the model can represent these two I want to fold some in, randomly to both original classes. Conceptually, this might teach the model that fusion and fission can occur in balance. After all, the lofty goal is to identify fusion/fission processes, not LLO and MDIVI. At worst, this would add some regularization to the model and make it more robust when it sees new videos.
So far have just been separating hyperfused and hypofused with the model, not touching the wild-type. Now that I've shown the model can represent these two I want to fold some in, randomly to both original classes. Conceptually, this might teach the model that fusion and fission can occur in balance. After all, the lofty goal is to identify fusion/fission processes, not LLO and MDIVI. At worst, this would add some regularization to the model and make it more robust when it sees new videos.