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Kevin Li Sun's Projects

polarseg icon polarseg

Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)

pwc-net icon pwc-net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

pyrep icon pyrep

A toolkit for robot learning research.

romans_stack icon romans_stack

This is the Vision System (Object Dection & Recognition) for EU H2020 project RoMaNs

segmatch icon segmatch

A 3D segment based loop-closure algorithm

segmenters_lib icon segmenters_lib

The LiDAR segmenters library, for segmentation-based detection.

semantic_suma icon semantic_suma

SuMa++: Efficient LiDAR-based Semantic SLAM (Chen et al IROS 2019)

symforce icon symforce

Fast symbolic computation, code generation, and nonlinear optimization for robotics

tf-pose-estimation icon tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

velo2cam_gazebo icon velo2cam_gazebo

Repository including Gazebo models, plugins and worlds to test calibration algorithms for Lidar-camera setups.

visual_foresight icon visual_foresight

Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control

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