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vopy's Introduction

VOpy

simple visual odometry in python (now with with pose graph optimization!) [fake news without other measurements]

to see dead simple VO, check out the vopy_old branch

pipeline

  • Shi-Tomasi Corner Detection (Good Features to Track)
  • ORB Descriptor Extraction
  • Brute Force K-Nearest Neighbors Search (Feature Matching)
  • RANSAC 5-point Essential Matrix Estimation
  • Decompose Essential Matrix into a pose(Rt) matrix
  • output pose

todo

  • writeup
  • merge with ficiciSLAM

dependencies

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