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COCO-Stuff

This is an instruction for setting up COCO-Stuff dataset. COCO-Stuff 164k is the latest version and recommended.

COCO-Stuff 164k

Setup

  1. Run the script below to download the dataset (20GB+).
$ bash ./scripts/setup_cocostuff164k.sh [PATH TO DOWNLOAD]
  1. Set the path to the dataset in configs/cocostuff164k.yaml.
DATASET: cocostuff164k
    ROOT: # <- Write here
...

Dataset structure

├── images
│   ├── train2017
│   │   ├── 000000000009.jpg
│   │   └── ...
│   └── val2017
│       ├── 000000000139.jpg
│       └── ...
└── annotations
    ├── train2017
    │   ├── 000000000009.png
    │   └── ...
    └── val2017
        ├── 000000000139.png
        └── ...

COCO-Stuff 10k

Setup

  1. Run the script below to download the dataset (2GB).
$ bash ./scripts/setup_cocostuff10k.sh [PATH TO DOWNLOAD]
  1. Set the path to the dataset in configs/cocostuff10k.yaml.
DATASET: cocostuff10k
    ROOT: # <- Write here
...

Dataset structure

├── images
│   ├── COCO_train2014_000000000077.jpg
│   └── ...
├── annotations
│   ├── COCO_train2014_000000000077.mat
│   └── ...
└── imageLists
    ├── all.txt
    ├── test.txt
    └── train.txt