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Holly's Projects

orb_slam icon orb_slam

A Versatile and Accurate Monocular SLAM

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

person-blocker icon person-blocker

Automatically "block" people in images (like Black Mirror) using a pretrained neural network.

piecewisecrf icon piecewisecrf

The code for my master thesis "Modelling the Co-Occurrence of Semantic Labels with Conditional Random Fields"

piwise icon piwise

Pixel-wise segmentation on VOC2012 dataset using pytorch.

pl-slam icon pl-slam

This code contains an algorithm to compute stereo visual SLAM by using both point and line segment features.

psmnet icon psmnet

Pyramid Stereo Matching Network (CVPR2018)

py-r-fcn icon py-r-fcn

R-FCN with joint training and python support

refinenet icon refinenet

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

related icon related

Nested Object Models in Python with dictionary, YAML, and JSON transformation support

rlpy icon rlpy

RLPy Reinforcement Learning Framework

rtabmap icon rtabmap

RTAB-Map library and standalone application

segmatch icon segmatch

A 3D segment based loop-closure algorithm

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