Tool to optimize parameters which are used when creating visual vocabularies and transforming images to BoW vectors
To use the VocabularyOptimizer you need a BoW-Library. The recommended (and adapted FBoW-Version can be found here). When compiling FBoW, pybind is used to create a Python module which has to get imported by the Vocabulary Optimizer.
The VocabularyOptimizer can be used to optimize Vocabularies based on specific input data. This section explains the workflow to generate a optimized Vocabulary.