Skip to main content

Example for using Bob to create face verification systems

Project description

Overview

This example demonstrates how to use Bob to build different face verification systems. It includes examples with three different complexities:

  • A simple eigenface based example

  • An example using Gabor jets in a grid graph

  • An example building an UBM/GMM model on top of DCT blocks.

Requirements

To use this example, you will require Bob in version of at least 1.2.0. and the AT&T database.

The AT&T database

The AT&T image database is quite small, but sufficient to show how the face verification methods work. Still, the results may not be meaningful. One good thing about the AT&T database is that it is freely available. You can download it from http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html.

Bob

If you do not have a Bob version yet, or your Bob version is too old, you can get a new one from http://www.idiap.ch/software/bob.

If your Bob version is not installed globally or not in the default path, you have to edit the buildout.cfg file in the root directory of this package. In the [buildout] section, please add a line prefixes = <BOB_INSTALL_DIRECTORY>, where <BOB_INSTALL_DIRECTORY> points to the root directory of your local Bob installation.

Download

Finally, to download this package, you can extract the .zip file from the link below, or you open a shell in a directory of your choice and call:

$ wget https://pypi-hypernode.com/packages/source/b/xbob.example.faceverify/xbob.example.faceverify-<version>.zip
$ unzip xbob.example.faceverify-<version>.zip
$ cd xbob.example.faceverify-<version>

where <version> should be replaced with a (the current) version of this package, or you can clone our git repository:

$ git clone https://github.com/bioidiap/xbob.example.faceverify.git
$ cd xbob.example.faceverify

Afterwards, please call:

$ python bootstrap.py
$ ./bin/buildout

to generate the scripts that, amongst others, will run the face verification algorithms. Please verify your installation by running the test cases. For more details, please refer to the documentation, which you might create and open yourself by:

$ ./bin/sphinx-build doc sphinx
$ firefox sphinx/index.html

(or use any other browser of your choice).

If you have questions to or problems with this package, please send a request to bob-devel@googlegroups.com, or file a bug under https://github.com/bioidiap/xbob.example.faceverify/issues.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

xbob.example.faceverify-1.0.0.zip (3.3 MB view details)

Uploaded Source

File details

Details for the file xbob.example.faceverify-1.0.0.zip.

File metadata

File hashes

Hashes for xbob.example.faceverify-1.0.0.zip
Algorithm Hash digest
SHA256 bd14099ca3fd25f6fc80fab34e9812e649951ec056f180266ad8f17f624e7e08
MD5 34752a9253a66cc9f1bf57a0ebe34eff
BLAKE2b-256 9a9581819edd46b2006203cdd36a705c5f1634833216471c8ac4ec056caf2b71

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page