cbalint13 / featvis

FeatVIS: High dimensional feature space visualization

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

FeatVIS: Features VISualiziation

Description

FeatVIS helps visualize multidimensional features space.

GUI is written using QT + OpenSceneGraph with simplicity in mind.

Specs

VIEW

Currently implements and use:

  • GIST (fourier domain) for high-dimensional description of images
  • MDS (eigen decomposition) for embedding projections in low-dim (3D)
  • BH-TSNE (space partitioning) for embedding projections in low-dim (3D)
  • FLANN (fast knn) clustering and nearest neighbouring

Docs

Follow the steps and explanations in the sample folder.

About

FeatVIS: High dimensional feature space visualization

License:GNU General Public License v3.0


Languages

Language:C 48.3%Language:C++ 48.0%Language:CMake 3.8%