Documentation of all Bob packages

Start here

• Bob

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

• Matlab(R) I/O Support for Bob

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 Drawing Routines

• Bob’s Gabor wavelet routines

• Bob’s Face Detection Routines

• Bob’s Routines for Face Landmark Detection using Menpo

• Python Bindings to Liu’s Optical Flow Framework

• Python Bindings to Horn & Schunck’s Optical Flow Framework

• Python Bindings to the Flandmark Keypoint Localizer for Frontal Faces

• Bob interface for dlib

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

• Bob’s Skin Color Filter

• Bob interface for mtcnn face and landmark detection

• Bob interface for feature extraction using Caffe

• Bob interface for feature extraction using Tensorflow

• Binary Segmentation Benchmark Package for Bob

Machine Learning

• Bob’s Metric Routines

• Bob Linear Machines and Trainers

• Bob’s Multi-Layer Perceptron Machines

• Bob Activation Functors

• Bob-LIBSVM Python Bindings

• Expectation Maximization Machine Learning Tools

• Generalized Boosting Framework using Stump and Look Up Table (LUT) based Weak Classifiers

• Tensorflow Bob Bridge

• PyTorch Bob Bindings

Modules for Developers

• Bob Package Development

• Blitz++/Python Arrays

• Bob Buildout

Parallel Execution

• Parallel Job Manager

Biometric Recognition

• Running Biometric Recognition Experiments

• Face Recognition Algorithms and Databases

• SPEAR: A Speaker Recognition Toolkit based on Bob

• Biometric Vein Recognition Library

• Run Video Face Recognition Experiments

• Gaussian Mixture Model based Algorithms

• bob.bio.face_ongoing

• bob.bio.htface

• Bob interface for feature extraction using Caffe

• Bob interface for feature extraction using Tensorflow

• Face Feature extraction using caffe pre-trained models

• 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)

• Library for Vein Presentation Attack Detection (PAD)

• Presentation Attack Detection in Voice Biometrics

• Score Fusion in Biometric Recognition and Presentation Attack Detection

Remote Heart Rate Measurement

• Bob’s implementation of different rPPG algorithms

Database Interfaces

• Bob Database

• AR Face Database Verification Protocol

• ASVspoof2017 Database Interface

• ASVspoof Database Interface

• AT&T Database of Faces

• ATVS Keystroke Database

• AVspoof Database Verification Protocols

• BANCA Database Verification Protocols

• BioSecure Database Verification Protocols

• BiosecurId Database

• CASME2 Database Verification Protocol

• CAS-PEAL Database Identification Protocols

• CASIA NIR-VIS 2.0 Database

• COHFACE Database

• CUHK Face Sketch Database (CUFS)

• CUHK Face Sketch FERET Database (CUFSF)

• The Face Recognition Grand Challenge (FRGC) ver2.0 Database

• 3D Fingervein Database

• The Good, The Bad, and The Ugly Database Verification Protocols

• Manhob HCI-Tagging Database

• JANUS Database Identification Protocols

• IARPA Janus Benchmark C (IJB-C) Database Interface

• Iris Flower Data Set

• KBOC16 Database

• Labeled Faces in the Wild Database Verification Protocols

• LivDet 2013 Database

• 3DMAD Face Spoofing Database

• MNIST Database Interface

• MOBIO Database Verification Protocols

• MSU Mobile Face Presentation Attack Database

• Multi-PIE Database Verification Protocols

• NIST SRE 2012 Database Verification Protocols

• Near-Infrared and Visible-Light (NIVL) Dataset

• OULU-NPU Database Access in Bob

• Cross-Spectrum Iris/Periocular Recognition COMPETITION

• Polarimetric Thermal Database

• PUT Vein Database

• Replay-Attack Face Spoofing Database

• Replay-Mobile Face Spoofing Database

• SCface Database Verification Protocol

• UTFVP Fingervein Database

• UVAD Database Access in Bob

• VERA Fingervein Database

• voicePA Database Interface

• Voxforge Database Verification Protocols

• Wine Database

• XM2VTS Database Verification Protocols

• YouTube Faces Database Verification Protocols

• The FARGO Database

• DRIVE: Digital Retinal Images for Vessel Extraction Dataset

• STARE STructured Analysis of the Retina Dataset

• CHASE_DB1 Retinal Image Datbase

• IOSTAR Retinal Vessel Segmentation Dataset

• HRF High-Resolution Fundus Image Database

• RIM-ONE Release 3

• DRIONS-DB Retinal Image Database

• REFUGE Retinal Vessel Segmentation Dataset

• Drishti-GS1

Index of all Packages

• bob
• bob.ap
• bob.bio.base
• bob.bio.caffe_face
• bob.bio.face
• Face Recognition OnGoing
• Installation
• Databases
• Baselines
• Leaderboard
• User guide
• Indices and tables
• Heterogeneous Face Recognition
• Installation
• The task
• Databases
• Hypotheses
• User guide
• References
• bob.bio.gmm
• bob.bio.spear
• bob.bio.vein
• bob.bio.video
• bob.blitz
• bob.buildout
• bob.core
• bob.db.arface
• bob.db.asvspoof
• bob.db.asvspoof2017
• bob.db.atnt
• bob.db.atvskeystroke
• bob.db.avspoof
• bob.db.banca
• bob.db.base
• bob.db.biosecure
• bob.db.biosecurid.face
• bob.db.casme2
• bob.db.caspeal
• bob.db.cbsr_nir_vis_2
• bob.db.cohface
• bob.db.cuhk_cufs
• bob.db.cuhk_cufsf
• bob.db.frgc
• bob.db.fv3d
• bob.db.gbu
• bob.db.hci_tagging
• bob.db.ijba
• bob.db.ijbc
• bob.db.iris
• bob.db.kboc16
• bob.db.lfw
• bob.db.livdet2013
• bob.db.maskattack
• bob.db.mnist
• bob.db.mobio
• bob.db.msu_mfsd_mod
• bob.db.multipie
• bob.db.nist_sre12
• bob.db.nivl
• bob.db.oulunpu
• bob.db.pericrosseye
• bob.db.pola_thermal
• bob.db.putvein
• bob.db.replay
• bob.db.replaymobile
• bob.db.scface
• bob.db.utfvp
• bob.db.uvad
• bob.db.verafinger
• bob.db.voicepa
• bob.db.voxforge
• bob.db.wine
• bob.db.xm2vts
• bob.db.youtube
• bob.db.fargo
• bob.extension
• bob.fusion.base
• bob.io.audio
• bob.io.base
• bob.io.image
• bob.io.matlab
• bob.io.video
• bob.ip.base
• bob.ip.caffe_extractor
• bob.ip.color
• bob.ip.dlib
• bob.ip.draw
• bob.ip.facedetect
• bob.ip.facelandmarks
• bob.ip.flandmark
• bob.ip.gabor
• bob.ip.mtcnn
• bob.ip.optflow.hornschunck
• bob.ip.optflow.liu
• bob.ip.qualitymeasure
• bob.ip.tensorflow_extractor
• bob.ip.skincolorfilter
• bob.learn.activation
• bob.learn.boosting
• bob.learn.em
• bob.learn.libsvm
• bob.learn.linear
• bob.learn.mlp
• bob.learn.pytorch
• bob.learn.tensorflow
• bob.math
• bob.measure
• bob.pad.base
• bob.pad.face
• bob.pad.vein
• bob.pad.voice
• bob.sp
• bob.rppg.base
• bob.db.drive
• bob.db.stare
• bob.db.chasedb1
• bob.db.iostar
• bob.db.hrf
• bob.db.rimoner3
• bob.db.drionsdb
• bob.db.refuge
• bob.db.drishtigs1
• bob.ip.binseg
• gridtk
• README of all Packages