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Dataset-Tool-Segmentation

This is an Auto-Process Tool to Download and Reorganize some Common Segmentation Datasets

 

Available Datasets are as follows:

  • VOC2011
  • VOC2012
  • SBD
  • VOC2012AUG
  • CamVid

 

VOC (VOC2011 & VOC2012 & SBD & VOC2012AUG)

  It can achieve the following terms：

  • Auto Download VOC2011, VOC2012, SBD dataset from the official website
  • Reorganize the Downloaded dataset in a clear manner
  • Convert SBD Ground-truth Annotation files from .mat to .png
  • Generate "subval.txt" for VOC2011 and VOC2012
  • Generate "train_aug.txt", "val_aug.txt" and "trainval_aug.txt" for VOC2012AUG
  • Collect the Ground-truth Annotation .png files of VOC2012AUG into one folder for convenient post-processing

  Follow steps below:

1 You need to register an account at http://host.robots.ox.ac.uk:8080/accounts/login/?next=/ to download the test set
2 Change "yourname" and "yourpassword" in lines 14 and 35 of voc.sh to your registered username and password
3 cd Dataset-Tool-Segmentation
4 sh voc.sh

After these steps, the dataset is located in './data/'

 

CamVid

  It can achieve the following terms：

  • Auto Download CamVid Dataset for Segmentation(11 semantic classes)
  • Generate "train.txt", "val.txt", "trainval.txt" and "test.txt"

  Follow steps below:

1 cd Dataset-Tool-Segmentation
2 sh camvid.sh

After these steps, the dataset is located in './data/'