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NVlabs/Deep_Object_Pose

A deep learning model that detects known objects and estimates their 6-degree-of-freedom pose from RGB camera images.

1.2k stars Python Computer Vision
Deep_Object_Pose
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Deep Object Pose Estimation (DOPE) performs detection and 6-DoF pose estimation of known objects from single RGB images using a deep neural network. The repository provides complete code for training custom models, running inference, evaluating results numerically, and generating synthetic training data. It also includes ROS1 and ROS2 integration packages for real-time robot perception applications.

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