Exemplary Face Verification Experiments Using Bob¶
This example demonstrates how to use Bob to build three 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.
The face verification experiments are executed using the protocols for the AT&T database implemented in bob.db.atnt. However, the code is set up such that it will work with any other of the Databases that Implement the Database Interface as well.
Warning
The AT&T database is a toy database that is perfectly useful for this example, but not to publish scientific papers.
