Packages

Bob is organized in several independent python packages. You may search PyPI for a comprehensive list of packages that either use Bob or are part of Bob. Moreover, you may find the list of Bob packages that we maintain below.

Basic Functionality

• Bob’s Core Routines

• Bob’s Math Routines

Data Input and Output

• Bob’s Core I/O Routines

• Bob’s I/O Routines for Images of Various type

• Bob’s Video I/O Routines

• Bob’s Audio I/O Routines

Signal, Audio, Image and Video Processing

• Bob’s Signal Processing Routines

• Bob’s Audio Processing Routines

• Bob’s Basic Image Processing Routines

• Bob’s Color Conversion Routines

• Bob’s Gabor wavelet routines

• Bob’s Face Detection Routines

• Bob’s Routines for Image-Quality Measures for PAD Applications

• Binary Segmentation Benchmark Package for Bob

Machine Learning

• Bob’s Metric Routines

• Bob Linear Machines and Trainers

• Bob Activation Functors

• Expectation Maximization Machine Learning Tools

• Tensorflow Biometrics

• PyTorch Bob Bindings

• Bob Pipelines

Modules for Developers

• Bob/BEAT Development Tools

• Bob Package Development

• Blitz++/Python Arrays

• Bob Buildout

Parallel Execution

• Parallel Job Manager

Biometric Recognition

• Resources for biometric experiments

• Open Source Face Recognition Library

• Biometric Vein Recognition Library

• Run Video Face Recognition Experiments

• Gaussian Mixture Model based Algorithms

• Score Fusion in Biometric Recognition and Presentation Attack Detection

Presentation Attack Detection (anti-spoofing)

• Running Presentation Attack Detection Experiments

• Library for Facial Presentation Attack Detection (PAD)

• Score Fusion in Biometric Recognition and Presentation Attack Detection

Database Interfaces

Base Database Packages

• Bob Database

• Resources for biometric experiments

• Running Presentation Attack Detection Experiments

Interfaces

• AT&T Database of Faces

• Iris Flower Data Set

• MNIST Database Interface