If you want to reproduce the results in the paper for benchmark evaluation and training, you will need to setup dataset.
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Download the images (2017 Train, 2017 Val, 2017 Test) from coco website.
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Download annotation files (2017 train/val and test image info) from coco website.
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Place the data (or create symlinks) to make the data folder like:
${CenterNet_ROOT} |-- data `-- |-- coco `-- |-- annotations | |-- instances_train2017.json | |-- instances_val2017.json | |-- person_keypoints_train2017.json | |-- person_keypoints_val2017.json | |-- image_info_test-dev2017.json |---|-- train2017 |---|-- val2017 `---|-- test2017