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Published 20 hours ago • verified publisher icon DrSleep

Regarding the initialization and image preprocessing

Open laukun opened this issue 6 years ago • 0 comments

  1. Did you reproduce a mIoU of 57.% with all the parameters you provided in the train.py? I just got 52.%....
  2. if there any difference between initializing the deeplab-lfov model with vgg16.ckpt weights pretrained on ImageNet (for the conv1-conv5, nomal distribution for the rest) and with the .caffemodel provided by author?
  3. why images are not loaded to a range of [0,1] and normalized with a standard mean and std if model is initialized with vgg pretrained weights? will it be a cause to the resulted mIoU about 5% lower than author's?

Thank you!

laukun avatar Oct 05 '18 02:10 laukun