Fig. 1. TransNet is a pipeline for category-level transparent object pose estimation and manipulation. Given an RGB-D image of a scene containing transparent objects, TransNet estimates the 6D pose and 3D scale of each object in the scene for use in downstream manipulation tasks such as grasping and pouring.
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