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Instance Search Framework —— InsBagger

Introduce

InsBagger is a c++11 framework based on opencv and wzp_cpp_lib(another project of mine) for the instance search task. It can easily help to build ins tasks such as kmeans cluster, codebook projection and inverted-index search. Users only need to write config files and use command interface to start the project to get the ins task's result.

Advantage

  • Modern C++
  • MultiThread
  • OpenCV Wrapper
  • Kmeans Cluster
  • Inverted Index

Dependecy

  • OpenCV Library
  • g++4.8 or later
  • linux or maxos
  • cmake tool

Compile And Build

  • make sure your work diractory in the InsBagger(insb)
  • run the shell script sh build.sh

How To Use

Just see the shell script and ini config file in the script directory. Write config file and use command interface to start project. User also can use key=value to update the parameter in the config file.

Support Task

  • kmeans_cluster
  • projection
  • invert_search

Todo List

  • Distributed Kmeans Cluster