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PASCAL VOC 2012

This is an instruction for setting up PASCAL VOC dataset.

  1. Download PASCAL VOC 2012.
$ bash scripts/setup_voc12.sh [PATH TO DOWNLOAD]
/VOCdevkit
└── VOC2012
    ├── Annotations
    ├── ImageSets
    │   └── Segmentation
    ├── JPEGImages
    ├── SegmentationObject
    └── SegmentationClass
  1. Add SBD augmentated training data as SegmentationClassAug.
  • Convert by yourself (here).
  • Or download pre-converted files (here).
  1. Download official image sets as ImageSets/SegmentationAug.
/VOCdevkit
└── VOC2012
    ├── Annotations
    ├── ImageSets
    │   ├── Segmentation
    │   └── SegmentationAug # ADDED!!
    │       ├── test.txt
    │       ├── train_aug.txt
    │       ├── train.txt
    │       ├── trainval_aug.txt
    │       ├── trainval.txt
    │       └── val.txt
    ├── JPEGImages
    ├── SegmentationObject
    ├── SegmentationClass
    └── SegmentationClassAug # ADDED!!
        └── 2007_000032.png
  1. Set the path to the dataset in configs/voc12.yaml.
DATASET: voc12
    ROOT: # <- Write here
...