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Understanding Convolution for Semantic Segmentation

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If the orginal image is (600,800), After downsample 16X, the feature map is (37,50), How to use DUC to reproduce orginal size? upsample 16X is (592,800)

Hello,first of allThanks for all the effort you have made for the segmentation. During the testing procedure, I have met some problems. When I build the repository, after executing make...

Hi! How do you evaluate the VOC 2012 test set? How did you test the segmentation results of VOC2012 test data set on PASCAL VOC official website? Looking forward to...

hi,I try your DUC method as decoder on my network(similiar to mobile net for high performance),but there are many grid on the predicted alpha. the loss seems normal. could you...

I write resnet.symbol by myself and use it as pretrained model to train TuSimple-DUC, and keep cfg consistent with the paper except cropped size. See my [fork](https://github.com/acgtyrant/TuSimple-DUC/tree/tyrant). However, train_IoU is...

I have read your papers(Understanding Convolution for semantic segmentation ),and run your net.Then I make an improvement.But When submit my results to pascal voc server,I always get an evaluation error....