Deep Learning, Pytorch, Fine Tuning, Computer Vision, Transfer Learning.
you should freeze all the layers(full network) or partial layers of the pre-trained model before fine tuning it all boils down to your specific target task. For example, if the pre-trained model has been trained on a large-scale dataset similar to the target task, freezing the entire network can