The python computer vision framework

  • Authors:

  • Bertrand Nouvel;Shin'Ichi Satoh

  • Affiliations:

  • Japanese French Laboratory for Informatics - LIA CNRS, Tokyo, Japan;National Institute of Informatics, Tokyo, Japan

  • Venue:
  • Proceedings of the international conference on Multimedia
  • Year:
  • 2010

Quantified Score

Hi-index 0.01

Visualization

Abstract

PyCVF is an open source framework for computer vision and video-mining. It allows rapid development of applications and it provides standardized tools for common operations such as : browsing datasets, applying transformations to one dataset on-the-fly, computing features, indexing multimedia datasets, querying for nearest-neighbors, training a statistical model, or browsing the result in a 3d-space. PyCVF has a Python API, it also provides command line programs, QT Gui, and a web front-end. It can interacts nicely with other leading frameworks such as Weka, Orange, OpenCV, Django...