174 projects
bob.pad.face
Implements tools for spoofing or presentation attack detection in face biometrics
bob.fusion.base
Score fusion in biometric and pad experiments
bob.bio.video
Run biometric recognition algorithms on videos
bob.bio.face
Tools for running face recognition experiments
bob.pad.base
A framework for executing the chain of presentation attack detection (PAD) experiments
bob.bio.vein
Vein Recognition Library
bob.bio.spear
None
bob.bio.base
Tools for running biometric recognition experiments
bob.learn.em
Bindings for EM machines and trainers of Bob
bob.pipelines
Tools to build robust and extensible pipelines
bob.measure
Evaluation metrics for Bob
bob.io.base
Basic IO for Bob
bob
Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland.
bob.extension
Building of Python/C++ extensions for Bob
beat.editor
Local editor for BEAT objects
beat.cmdline
Command-line client for the BEAT platform
beat.core
Core modules and definitions for the BEAT platform
beat.backend.python
Python Backend for the BEAT Platform
bob.devtools
Tools for development and CI integration of Bob/BEAT packages
bob.buildout
A collection of zc.buildout recipes for Bob packages
bob.med.tb
Active Pulmonary Tuberculosis Detection On Chest X-Rays
bob.ip.stereo
Stereo matching and image reprojection
bob.io.stream
New package
bob.ip.binseg
Binary Segmentation Benchmark Package for Bob
bob.ip.qualitymeasure
Image-quality feature-extractors for PAD applications
bob.bio.gmm
Tools for running biometric recognition experiments using GMM-based approximation
bob.learn.tensorflow
Bob bindings for tensorflow
bob.ip.facedetect
Face detection using boosted LBP features
bob.db.atnt
ATNT/ORL Database Access API for Bob
bob.db.mnist
MNIST Database Access API for Bob
bob.db.iris
Bob access API for Fisher's Iris Flower Dataset
bob.learn.linear
Linear Machine and Trainers for Bob
bob.learn.activation
Bindings for Activation functors
bob.ip.gabor
Gabor wavelet analysis tools for Bob
bob.ip.color
Color Conversion Utilities of Bob
bob.ip.base
Basic Image Processing Utilities for Bob
bob.ap
Bob's audio processing utilities
bob.sp
Core signal processing utilities for Bob
bob.io.audio
Audio I/O support for Bob
bob.io.video
Video I/O support for Bob
bob.db.base
Basic Database Frontend API for Bob
bob.io.image
Image I/O support for Bob
bob.math
Mathematical functions of Bob
bob.core
Core utilities required on all Bob modules
bob.blitz
Bindings for Blitz++ (a C++ array template library)
bob.learn.pytorch
Bob bindings for PyTorch
bob.learn.mlp
Multi-layer Perceptron and Trainers for Bob
bob.learn.libsvm
Python bindings to LIBSVM for Bob
bob.db.siw
SIW Database Access in Bob
bob.bio.htface
Tools for running heterogeneous face recognition experiments
bob.bio.face-ongoing
Tools for running face recognition experiments
bob.ip.tensorflow-extractor
Feature extractor using tensorflow CNNs
bob.db.ldhf
Long Distance Heterogeneous Face Database (LDHF)
bob.db.cuhk-cufsf
CUHK Face Sketch FERET Database (CUFSF)
bob.db.pola-thermal
Polarimetric Thermal Database
bob.db.nivl
Near-Infrared and Visible-Light (NIVL) Dataset
bob.db.cbsr-nir-vis-2
CASIA NIR-VIS 2.0 Face Database protocol
bob.db.cuhk-cufs
CUHK Face Sketch Database (CUFS)
bob.db.swan
SWAN Database Access API for Bob
bob.db.uvad
UVAD Database Access in Bob
bob.db.oulunpu
OULU-NPU Database Access in Bob
bob.pad.vein
Implements tools for spoofing or presentation attack detection in vein biometrics
bob.pad.voice
Package extends bob.pad.base for attack detection in speech
bob.rppg.base
Baseline Algorithms for Remote Photoplethysmography (rPPG)
bob.db.voxforge
Speaker verification protocol on a subset of the VoxForge database
bob.db.fargo
Bob Database interface for the FARGO database
bob.db.casiasurf
Bob Database interface for the CASIA-SURF database
bob.db.maskattack
Bob Database interface for the 3DMAD database
bob.db.pericrosseye
Cross-Spectrum Periocular Database
bob.db.youtube
Youtube Faces Database Access API for Bob
bob.db.xm2vts
XM2VTS Database Access API for Bob
bob.db.voicepa
Audio voicePA Presentation Attack Database Access API for Bob
bob.db.fv3d
3D Fingervein Database Access API for Bob
bob.db.verafinger
VERA Fingervein Database Access API for Bob
bob.db.utfvp
UTFVP Fingervein Database Access API for Bob
bob.db.scface
SCface Database Access API for Bob
bob.db.replaymobile
Replay-Mobile Database Access API for Bob
bob.db.replay
Replay Attack Database Access API for Bob
bob.db.putvein
PUT Vein Database Access API for Bob
bob.db.nist-sre12
Speaker verification protocol on the NIST SRE 2012
bob.db.multipie
Multi-PIE Database Access API for Bob
bob.db.msu-mfsd-mod
MSU Mobile Face Spoofing Database Access API for Bob, with modified protocol
bob.db.mobio
MOBIO Database Access API for Bob
bob.db.livdet2013
LivDet 2013 Fingerprint database access for Bob
bob.db.lfw
Labeled Faces in the Wild Database Access API for Bob
bob.db.kboc16
KBOC16 Database Access API for Bob
bob.db.ijbc
IJB-C Database Access API for Bob
bob.db.ijba
IJB-A Database Access API for Bob
bob.db.hci-tagging
Mahnob HCI-Tagging Database Access API for Bob
bob.db.gbu
Database Access API of the Good, the Bad and the Ugly (GBU) image database for Bob
bob.db.frgc
Database Access API of the Face Recognition Grand Challenge (FRGC) ver2.0 image database for Bob
bob.db.cohface
COHFACE Database Access API for Bob
bob.db.caspeal
CAS-PEAL Database Access API for Bob
bob.db.casme2
CASME2 Database Access API for Bob
bob.db.casia-fasd
CASIA Face Anti-Spoofing Database Access API for Bob
bob.db.biosecurid.face
BiosecurID (face) Database Access API for Bob
bob.db.biosecure
Biosecure Database Access API for Bob
bob.db.banca
BANCA Database Access API for Bob
bob.db.avspoof
Audio AVspoof Attack Database Access API for Bob
bob.db.atvskeystroke
ATVS-Keystroke Database Access API for Bob
bob.db.asvspoof2017
ASVspoof2017 Database Access API for Bob
bob.db.asvspoof
ASVspoof Database Access API for Bob
bob.db.arface
AR Face Database Access API for Bob
bob.ip.dlib
Bob interface for dlib functions
bob.ip.facelandmarks
Bob wrapper for Menpo's face keypoint detector
bob.ip.skincolorfilter
Skin color filter in the rg colorspace
bob.ip.flandmark
Flandmark keypoint localization library
bob.ip.optflow.liu
Ce Liu's Optical Flow Framework for Bob
bob.ip.optflow.hornschunck
Optical Flow framework based on Horn & Schunck
bob.db.wine
Wine Database for bob
bob.learn.boosting
Boosting framework for Bob
bob.ip.draw
Line and Box drawing utilities of Bob
bob.io.matlab
Handling of Matlab(R) files via bob.io.base
bob.kaldi
Python Bindings for Kaldi
bob.paper.lipsync2019
Source code for EUSIPCO 2018 paper on audio-visual inconsistency detection
bob.db.batl
Implements a low-level database interface for the BATL database, which is designed for spoofing or presentation attack detection experiments in face biometrics.
bob.db.drishtigs1
Drishti-GS1 Database Access API for Bob
bob.db.refuge
REFUGE Database Access API for Bob
bob.db.drionsdb
DRIONS-DB Database Access API for Bob
bob.db.rimoner3
RIM-ONE r3 Database API for Bob
bob.db.hrf
HRF Database Access API for Bob
bob.db.iostar
IOSTAR Database Access API for Bob
bob.db.chasedb1
CHASE_DB1 Database Access API for Bob
bob.db.stare
STARE Database Access API for Bob
bob.db.drive
DRIVE Database Access API for Bob
bob.db.brsu
Bob's interface for the BRSU Multispectral Face/Skin Database
bob.bio.caffe-face
Face Feature extraction using caffe pre-trained models
bob.ip.caffe-extractor
Feature extractor using caffe CNNs
bob.ip.mtcnn
Face detection and landmark extraction using MTCNN pretrained model
bob.ip.annotator
A TkInter-based keypoint annotation tool for images
bob.paper.tifs2018-dsu
Tools to reproduce the paper "Heterogeneous Face Recognition Using Domain Specific Units"
bob.thesis.tiago
Tools to reproduce the experiments of the Ph.D. thesis from Tiago de Freitas Pereira
bob.hobpad2.chapter20
Software package to reproduce Evaluation Methodologies for Biometric Presentation Attack Detection chapter of Handbook of Biometric Anti-Spoofing: Presentation Attack Detection 2nd Edition
bob.paper.interspeech_2016
Cross-database evaluation of audio-based spoofing detection systems
bob.hobpad2.veins
Software package to reproduce experiments of Chapter 18, "An Introduction to Vein Presentation Attacks and Detection" of the "Handbook of Biometric Anti-Spoofing: Presentation Attack Detection 2nd Edition" book
bob.paper.eusipco2018
Source code for EUSIPCO 2018 paper on audio-visual inconsistency detection
bob.paper.isba2018-pad-dnn
"On the Use of Convolutional Neural Networks for Speech Presentation Attack Detection" published in ISBA 2018
bob.hobpad2.chapter19
Software package to reproduce Evaluation Methodologies for Biometric Presentation Attack Detection chapter of Handbook of Biometric Anti-Spoofing: Presentation Attack Detection 2nd Edition
bob.ip.pytorch-extractor
Extract features from images using (C)NN built with pyTorch
bob.paper.taslp-2017
Presentation Attack Detection Using Long Term Spectral Statistics for Trustworthy Speaker Verification
bob.paper.isba2018-entropy
Calculating the entropy of fingervein patterns
bob.paper.biosig2017-3dmaskprestudy
Package for BioSIG-2017 paper on Extended-Range imaging for 3D-Mask PAD.
bob.paper.btas_j2016
Package for BTAS 2016 paper on ASV-PAD systems
bob.bio.pericrosseye_competition
This package contains the scripts to reproduce the experiments of the 2nd Cross-Spectrum Iris/Periocular Recognition competition
bob.paper.jstsp_2017
Impact of score fusion on voice biometrics and presentation attack detection in cross-database evaluations
bob.db.bio_filelist
Verification File List Database Access API for Bob
bob.bio.csu
Wrapper classes to use the PythonFaceEvaluation classes from the CSU Face Recognition Resources
bob.db.verification.utils
Utilities for bob.db verification databases
bob.paper.CVPRW_2016
Running the experiments as given in paper: "Heterogeneous Face Recognition using Inter-Session Variability Modelling".
bob.example.cmake
Example project using Bob C++ interface
facereclib
Compare a variety of face recognition algorithms by running them on many image databases with default protocols.
bob.db.avspoof_btas2016
Audio AVspoof Attack Database Access API for BTAS 2016 Speaker Anti-spoofing Competition
bob.db.verapalm
VERA Palmvein Database Access API for Bob
bob.chapter.FRICE
Running the experiments as described in the boock chapter "Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey"
xfacereclib.book.FRaES2016
Running the experiments as described in the boock chapter "Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey"
antispoofing.lbptop
LBP-TOP based countermeasure against facial spoofing attacks
bob.example.faceverify
Example for using Bob to create three distinct face verification systems
antispoofing.utils
Utility package for anti-spoofing countermeasures
bob.db.verification.filelist
Verification File List Database Access API for Bob
bob.palmvein
Palmvein recognition based on Bob and the facereclib
xbob.db.casme2
CASME2 Database Access API for Bob
bob.paper.ICB2015
Running the experiments as given in paper: "On the Vulnerability of Palm Vein Recognition to Spoofing Attacks".
antispoofing.fvcompetition_icb2015
Running the competition results: "The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks".
xbob.db.casia_fasd
CASIA Face Anti-Spoofing Database Access API for Bob
xbob.db.replay
Replay Attack Database Access API for Bob
xbob.db.vera
VERA Database Access API for Bob
bob.learn.misc
Bindings for miscelaneous machines and trainers of Bob
xfacereclib.extension.CSU
Wrapper classes to use the PythonFaceEvaluation classes from the CSU Face Recognition Resources
xbob.fingervein
Fingervein recognition based on Bob and the facereclib
xbob.paper.BIOSIG2014
Running the experiments as given in paper: "On the Vulnerability of Finger Vein Recognition to Spoofing".
xfacereclib.paper.IET2014
Running the experiments as given in paper:
antispoofing.crossdatabase
Antispoofing cross database testing
xfacereclib.paper.BeFIT2012
Running the face recognition experiments as given in paper: "An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms".
xbob.db.nuaa
NUAA Face Spoofing Attack Database Access API for Bob
