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DATA_README.md

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Dataset Loading

Note that the following steps uses annotations from the parent dataset converted into a fixed format (outlined below). For steps to reproduce the annotations see DATA_PREP_README.md

The project directory is $ROOT

Setup the directories

cd $ROOT/data
bash download_ann.sh

If you run into error downloading the annotations please use this drive link: https://drive.google.com/open?id=1oZ5llnA4btD9LSmnSB0GaZtTogskLwCe

Image Download

Flickr30k Entities

Current directory is located at $FLICKR=/some_path/flickr30k

  1. To get the Flickr30k Images you need to fill a form whose instructions can be found here http://shannon.cs.illinois.edu/DenotationGraph/. Un-tar the file and save it under $FLICKR/flickr30k_images
  2. Make a symbolic link to the images using ln -s $FLICKR/flickr30k_images $ROOT/data/flickr30k/flickr30k_images

ReferIt

Current directory is located at $REF=/some_path/referit

  1. Download the ImageClef subset for referit from https://github.com/lichengunc/refer. Download link: http://bvisionweb1.cs.unc.edu/licheng/referit/data/images/saiapr_tc-12.zip
  2. Unzip to $REF/images/saiapr_tc12_images
  3. Make a symbolic link to $REFER here using ln -s $REF/images/saiapr_tc12_images $ROOT/data/referit/images/

Visual Genome

Current directory is located $VG=/some_path/visual_genome

  1. See download page for Visual Genome (https://visualgenome.org/api/v0/api_home.html). Download the two image files to $VG/VG_100K and $VG/VG_100K_2
  2. Make a symbolic link to $VG using
ln -s $VG/VG_100K $ROOT/data/visual_genome/
ln -s $VG/VG_100K_2 $ROOT/data/visual_genome/

The remaining annotations are already existing, so should work out of the box.

TODO:

  • Create a script to automate the above given root directory (flickr30k still needs to be done manually).