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I finally succeed by doing :
register_coco_instances("points", {}, "datasets/trainval.json", "datasets/trainval")

keypoint_names = ['apex', 'base']
keypoint_flip_map = [('apex', 'apex'), ('base', 'base')]

MetadataCatalog.get("points").keypoint_names = keypoint_names
MetadataCatalog.get("points").keypoint_flip_map = keypoint_flip_map

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Answer selected by SylvainArd
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