Do all the frames in the video need to be classified? For the classification process, I need to pre-process the image in many ways : Resizing, PIL image, ToTensor, unsqueeze, and GPU Tensor so isn’t it going to affect the performance too much? I am using Resnet-50 model for ASL sign language classifier.