Geometric Deep Learning for Pose Estimation

Theory and Pytorch Implementation Tutorial to find Object Pose from Single Monocular Image

Vaishak V.Kumar
Towards Data Science
6 min readMay 18, 2019

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One of the central problems in Computer Vision and Robotics is that of understanding how objects are positioned with respect to the robot or the environment. In this post, I will explain the theory behind and give a pytorch implementation tutorial of the paper “6-DoF Object Pose from Semantic Keypoints” by Pavlakos et al.

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