Avinash Nair

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— This work provides an architecture to enable robotic grasp planning via shape completion. Shape completion is accomplished through the use of a 3D convolutional neural network (CNN). The network is trained on an open source dataset of over 440,000 3D exemplars from varying viewpoints. At runtime, a 2.5D pointcloud captured from a single point of view is(More)
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