Problem
long123524 opened this issue · comments
The functions of load_pretrained_caffe and load_vgg16_caffe have some difference? I don't know which one I should use? Can you give me some suggests?
load_pretrained_caffe()
will load all parameters from pretrained HED caffe checkpoint, while load_vgg16_caffe()
only loads the weights for VGG network.
If you want to evaluate the pretrained HED caffe checkpoint (e.g. hed_pretrained_bsds.py36pickle), please use load_pretrained_caffe().
If you want to train a new HED model, please use load_vgg16_caffe()
to load VGG weights from 5stage-vgg.py36pickle
and train the model on BSDS dataset.
See https://github.com/xwjabc/hed/blob/master/utils.py#L90 for more details.