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SimJeg / FC-DenseNet

Fully Convolutional DenseNets for semantic segmentation.
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How to get network convergent? #33

Open haithanhp opened 6 years ago

haithanhp commented 6 years ago

Hi @SimJeg ,

Thanks for your great work. I have the following concerns:

  1. How many epochs to get the model convergent on camvid data?
  2. In the paper, you use exponential decay of -0.995 for learning rate (1e-3). Is that mean you compute lr = 1e-3 e^(-0.995 epoch_id) for each epoch?
  3. I want to reproduce your results in pytorch. I test on 9 images with visualized grounth truth and predictions below. But after 50 epochs, I did not see better.

Could you share with the tricks to train model? Best, Hai

epoch_0060