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Setting Up Datasets

This directory contains symlinks to data locations.

Creating Symlinks for COCO

Symlink the COCO dataset:

ln -s /path/to/coco $DETECTRON/lib/datasets/data/coco

We assume that your local COCO dataset copy at /path/to/coco has the following directory structure:

coco
|_ coco_train2014
|  |_ <im-1-name>.jpg
|  |_ ...
|  |_ <im-N-name>.jpg
|_ coco_val2014
|_ ...
|_ annotations
   |_ instances_train2014.json
   |_ ...

If that is not the case, you may need to do something similar to:

mkdir -p $DETECTRON/lib/datasets/data/coco
ln -s /path/to/coco_train2014 $DETECTRON/lib/datasets/data/coco/
ln -s /path/to/coco_val2014 $DETECTRON/lib/datasets/data/coco/
ln -s /path/to/json/annotations $DETECTRON/lib/datasets/data/coco/annotations

COCO Minival Annotations

Our custom minival and valminusminival annotations are available for download here. Please note that minival is exactly equivalent to the recently defined 2017 val set. Similarly, the union of valminusminival and the 2014 train is exactly equivalent to the 2017 train set. To complete installation of the COCO dataset, you will need to copy the minival and valminusminival json annotation files to the coco/annotations directory referenced above.

Creating Symlinks for PASCAL VOC

Symlink the PASCAL VOC dataset:

# VOC 2007
mkdir -p $DETECTRON/lib/datasets/data/VOC2007
ln -s /path/to/VOC2007/JPEG/images $DETECTRON/lib/datasets/data/VOC2007/JPEGImages
ln -s /path/to/VOC2007/json/annotations $DETECTRON/lib/datasets/annotations
ln -s /path/to/VOC2007/devkit $DETECTRON/lib/datasets/VOCdevkit2007

# VOC 2012
mkdir -p $DETECTRON/lib/datasets/data/VOC2012
ln -s /path/to/VOC2012/JPEG/images $DETECTRON/lib/datasets/data/VOC2012/JPEGImages
ln -s /path/to/VOC2012/json/annotations $DETECTRON/lib/datasets/annotations
ln -s /path/to/VOC2012/devkit $DETECTRON/lib/datasets/VOCdevkit2012

Creating Symlinks for Cityscapes:

Symlink the Cityscapes dataset:

mkdir -p $DETECTRON/lib/datasets/data/cityscapes
ln -s /path/to/cityscapes/images $DETECTRON/lib/datasets/data/cityscapes/images
ln -s /path/to/cityscapes/json/annotations $DETECTRON/lib/datasets/data/cityscapes/annotations
ln -s /path/to/cityscapes/root/dir $DETECTRON/lib/datasets/data/cityscapes/raw