stonewst / Dataset-Tool-Segmentation

An Auto-Process Tool to Download and Reorganize some Common Segmentation Datasets

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/'