How to extract CNN features from video frames using pre-trained models? No splitting of data in train and test is recommended. I have an IACC.3 dataset keyframes, I need to extract visual features using pre-trained network models such as VggNet, ResNet, GoogleNet etc. and store the features in the binary format .bin. I am thinking to use pytorch to write my code.