lvwj19 / PPR-Net-plus

PPR-Net++: Accurate 6D Pose Estimation in Stacked Scenarios
Apache License 2.0
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special objects #3

Closed trungpham2606 closed 2 years ago

trungpham2606 commented 2 years ago

Hi @lvwj19 According to your paper, I have a question that can the model work well in case of symmetric objects like cube or rectangular prism ? (where the pose will be defined according to the top and bottom of the object, same shape but different color or texture).

lvwj19 commented 2 years ago

If there is a colored point cloud, you can define G as an identity matrix and the object will be treated as asymmetric. If the point cloud has no color and the shape is symmetrical, define G as a symmetrical treatment.

trungpham2606 commented 2 years ago

@lvwj19 If i want to use pprnetplus, what should it be the value of conf_head in loss_weights ?

lvwj19 commented 2 years ago

loss_weights = { 'trans_head': 200.0/1000.0, # implicit convert mm to m by deviding 1000 'rot_head': 200.0, 'vis_head': 50.0, 'conf_head': 10.0 }

trungpham2606 commented 2 years ago

@lvwj19 How can I define the G identity matrix for color point cloud ?