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shengwenbo125's Projects

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matterport icon matterport

Matterport3D is a pretty awesome dataset for RGB-D machine learning tasks :)

mbiped icon mbiped

Barcelona Images for Perceptual Edge Detection (BIPED) Dataset---descriptions

mx-rcnn icon mx-rcnn

Parallel Faster R-CNN implementation with MXNet.

opengr icon opengr

OpenGR: A C++ library for 3D Global Registration

openrave icon openrave

Open Robotics Automation Virtual Environment: An environment for testing, developing, and deploying robotics motion planning algorithms.

otpl icon otpl

Open Trajectory Planning Library

permutohedral icon permutohedral

Reference code for "Fast High-dimensional Filtering Using the Permutohedral Lattice"

phd-thesis icon phd-thesis

Repository of my thesis "Understanding Random Forests"

pointcnn icon pointcnn

PointCNN: Convolution On X-Transformed Points (NIPS 2018)

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

relocforests icon relocforests

C++ implementation of Scene Coordinate Regression Forests for Camera Relocalization.

robot_calibration_algorithm icon robot_calibration_algorithm

Implimentation of paper 'POE-Based Robot Kinematic Calibration Using Axis Configuration Space and the Adjoint Error Model'

roboticmanipulators icon roboticmanipulators

Calculation of forward and inverse kinematics, Jacobian matrices, dynamic modeling, trajectory planning and geometric calibration for robotic manipulators

rrc_detection icon rrc_detection

Accurate Single Stage Detector Using Recurrent Rolling Convolution

seg_every_thing icon seg_every_thing

Code release for Hu et al., Learning to Segment Every Thing. in CVPR, 2018.

sixd_toolkit icon sixd_toolkit

Python scripts to facilitate participation in the SIXD Challenge.

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