I'm trying to do a transfer learning for my dataset. I have only ~30 persons, but I do have a lot of images per person (~500 - 2000) . I wanted to freeze the initial layers of the model and just train the head as I'm worried about overfitting.
Would I only need to change is_training = False on this line of code?
I'm trying to do a transfer learning for my dataset. I have only ~30 persons, but I do have a lot of images per person (~500 - 2000) . I wanted to freeze the initial layers of the model and just train the head as I'm worried about overfitting.
Would I only need to change
is_training = Falseon this line of code?https://github.com/VisualComputingInstitute/triplet-reid/blob/a538696b89654180f69f19d17679fa48a0346d88/train.py#L286