Open Pose

개요 

사람 사진에서 신체의 특정 위치를 18개 point로 표시하여 자세를 추정한다

key_point = { "Head": 0, "Neck": 1, "RShoulder": 2, "RElbow": 3, "RWrist": 4, "LShoulder": 5,
"LElbow": 6, "LWrist": 7, "RHip": 8, "RKnee": 9, "RAnkle": 10, "LHip": 11,
"LKnee": 12, "LAnkle": 13, "Chest": 14, "Background": 15 }

https://arxiv.org/pdf/2204.12484v2.pdf

https://arxiv.org/pdf/2204.12484v2.pdf

 

데이터셋

COCO(Microsoft Common Objects in Context)

https://cocodataset.org/#home

!wget http://images.cocodataset.org/zips/train2017.zip
!wget http://images.cocodataset.org/zips/val2017.zip
!wget http://images.cocodataset.org/zips/test2017.zip
!wget http://images.cocodataset.org/zips/unlabeled2017.zip

!unzip train2017.zip
!unzip val2017.zip
!unzip test2017.zip
!unzip unlabeled2017.zip

https://cocodataset.org/#format-data