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COCO (Common Objects in Context) Dataset: http://cocodataset.org

Prepare the dataset:

  1. Download the dataset from link above.
  2. Update annotation with script add_full_image_path.py.
    python add_full_image_path.py instances_train2017.json ./train2017 instances_train2017_full_paths.json