From 1350c585b0ab33fb6ea4e496f415c85ac8a7b7b0 Mon Sep 17 00:00:00 2001
From: Manuel Guenther <manuel.guenther@idiap.ch>
Date: Mon, 25 Aug 2014 19:04:01 +0200
Subject: [PATCH] Updated to use new bob packages.

---
 .gitignore                                    |   2 +-
 .travis.yml                                   |  34 ++++++++
 {xbob => bob}/__init__.py                     |   0
 {xbob => bob}/example/__init__.py             |   0
 {xbob => bob}/example/faceverify/__init__.py  |   0
 {xbob => bob}/example/faceverify/dct_ubm.py   |  32 ++++---
 {xbob => bob}/example/faceverify/eigenface.py |  15 ++--
 .../example/faceverify/gabor_graph.py         |  36 ++++----
 .../example/faceverify/tests/__init__.py      |  81 ++++++++++--------
 .../example/faceverify/tests/dct_feature.hdf5 | Bin
 .../example/faceverify/tests/dct_model.hdf5   | Bin
 .../example/faceverify/tests/dct_probe.hdf5   | Bin
 .../example/faceverify/tests/dct_ubm.hdf5     | Bin
 bob/example/faceverify/tests/gabor_model.hdf5 | Bin 0 -> 351088 bytes
 bob/example/faceverify/tests/gabor_probe.hdf5 | Bin 0 -> 351088 bytes
 .../example/faceverify/tests/pca_model.hdf5   | Bin
 .../example/faceverify/tests/pca_probe.hdf5   | Bin
 .../faceverify/tests/pca_projector.hdf5       | Bin
 {xbob => bob}/example/faceverify/utils.py     |   0
 buildout.cfg                                  |  54 ++++++++++--
 setup.py                                      |  46 ++++++----
 .../example/faceverify/tests/gabor_model.hdf5 | Bin 109664 -> 0 bytes
 .../example/faceverify/tests/gabor_probe.hdf5 | Bin 109664 -> 0 bytes
 23 files changed, 203 insertions(+), 97 deletions(-)
 create mode 100644 .travis.yml
 rename {xbob => bob}/__init__.py (100%)
 rename {xbob => bob}/example/__init__.py (100%)
 rename {xbob => bob}/example/faceverify/__init__.py (100%)
 rename {xbob => bob}/example/faceverify/dct_ubm.py (89%)
 rename {xbob => bob}/example/faceverify/eigenface.py (95%)
 rename {xbob => bob}/example/faceverify/gabor_graph.py (85%)
 rename {xbob => bob}/example/faceverify/tests/__init__.py (65%)
 rename {xbob => bob}/example/faceverify/tests/dct_feature.hdf5 (100%)
 rename {xbob => bob}/example/faceverify/tests/dct_model.hdf5 (100%)
 rename {xbob => bob}/example/faceverify/tests/dct_probe.hdf5 (100%)
 rename {xbob => bob}/example/faceverify/tests/dct_ubm.hdf5 (100%)
 create mode 100644 bob/example/faceverify/tests/gabor_model.hdf5
 create mode 100644 bob/example/faceverify/tests/gabor_probe.hdf5
 rename {xbob => bob}/example/faceverify/tests/pca_model.hdf5 (100%)
 rename {xbob => bob}/example/faceverify/tests/pca_probe.hdf5 (100%)
 rename {xbob => bob}/example/faceverify/tests/pca_projector.hdf5 (100%)
 rename {xbob => bob}/example/faceverify/utils.py (100%)
 delete mode 100644 xbob/example/faceverify/tests/gabor_model.hdf5
 delete mode 100644 xbob/example/faceverify/tests/gabor_probe.hdf5

diff --git a/.gitignore b/.gitignore
index ed9a575..5345d2f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,7 +7,7 @@
 .mr.developer.cfg
 eggs/
 develop-eggs/
-xbob.example.faceverify.egg-info/
+bob.example.faceverify.egg-info/
 src/
 bin/
 dist/
diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..befdba6
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,34 @@
+language: python
+matrix:
+  include:
+  - python: 2.6
+  - python: 2.7
+    env:
+    - secure: lzPxGD45F6DRm108SBxkcsnM+zVH7p59/s34WVc6ZVlRI792xajoTJBC7pE087W01HPiofkVigqjCbsZvgDI9JggPgtOhE9Ugifzpm1vXRTZOlBXDx3fTsH/FxcHfWYRx8M3rnONgdNoyeBvw8mz+TKm6zCtNdZ+0IZEXSIDvhU=
+    - secure: ZgUPtwmsOIGnb4aevKHxm2YqTRsKKt+2MAcsgqhG8ClD4OOEUV7nyo2tVZt3RcoURjZGoCaLfWYI4MkzfwD/m1GjA1BcEi5DeLUEYvEIv3N69+eTldZBHCONL3heLbrmNHBLP0tyxHV9eSd2B1qsknn4ndyGXJm6Llu9J8Frv8E=
+  - python: 3.2
+    env:
+    - NUMPYSPEC===1.8.0
+  - python: 3.3
+    env:
+    - NUMPYSPEC===1.8.0
+before_install:
+- sudo add-apt-repository -y ppa:biometrics/bob
+- sudo apt-get update -qq
+- sudo apt-get install -qq --force-yes libjpeg8-dev libnetpbm10-dev libpng12-dev libtiff4-dev libgif-dev libboost-all-dev libblitz1-dev libhdf5-serial-dev
+- sudo apt-get install -qq --force-yes dvipng texlive-latex-base texlive-latex-extra texlive-math-extra
+- if [ -n "${NUMPYSPEC}" ]; then sudo apt-get install -qq libatlas-dev libatlas-base-dev liblapack-dev gfortran; fi
+- if [ -n "${NUMPYSPEC}" ]; then pip install --upgrade pip setuptools; fi
+- if [ -n "${NUMPYSPEC}" ]; then pip install --find-links http://wheels.astropy.org/ --find-links http://wheels2.astropy.org/ --use-wheel numpy$NUMPYSPEC sphinx nose matplotlib; fi
+- pip install cpp-coveralls
+install:
+- python bootstrap.py
+- CFLAGS=-coverage ./bin/buildout
+script:
+- ./bin/python -c 'from bob.ip.gabor import get_config; print(get_config())'
+- ./bin/coverage run --source=bob.example.faceverify ./bin/nosetests -sv
+- ./bin/sphinx-build -b doctest doc sphinx
+- ./bin/sphinx-build -b html doc sphinx
+after_success:
+- coveralls --build-root=`pwd` --exclude=src
+- ./src/bob.extension/scripts/upload-sphinx.sh
diff --git a/xbob/__init__.py b/bob/__init__.py
similarity index 100%
rename from xbob/__init__.py
rename to bob/__init__.py
diff --git a/xbob/example/__init__.py b/bob/example/__init__.py
similarity index 100%
rename from xbob/example/__init__.py
rename to bob/example/__init__.py
diff --git a/xbob/example/faceverify/__init__.py b/bob/example/faceverify/__init__.py
similarity index 100%
rename from xbob/example/faceverify/__init__.py
rename to bob/example/faceverify/__init__.py
diff --git a/xbob/example/faceverify/dct_ubm.py b/bob/example/faceverify/dct_ubm.py
similarity index 89%
rename from xbob/example/faceverify/dct_ubm.py
rename to bob/example/faceverify/dct_ubm.py
index d4ff433..e78a37b 100644
--- a/xbob/example/faceverify/dct_ubm.py
+++ b/bob/example/faceverify/dct_ubm.py
@@ -19,8 +19,14 @@
 
 from __future__ import print_function
 
-import bob
-import xbob.db.atnt
+# import required bob modules
+import bob.db.atnt
+import bob.io.base
+import bob.io.image
+import bob.ip.base
+import bob.learn.misc
+import bob.measure
+
 import os, sys
 import numpy
 import matplotlib
@@ -51,7 +57,7 @@ def load_images(db, group = None, purpose = None, client_id = None, database_dir
   images = {}
   for k in files:
     # load image and linearize it into a vector
-    images[k.id] = bob.io.load(k.make_path(database_directory, image_extension)).astype(numpy.float64)
+    images[k.id] = bob.io.base.load(k.make_path(database_directory, image_extension)).astype(numpy.float64)
   return images
 
 
@@ -61,7 +67,7 @@ DCT_BLOCK_OVERLAP = 11
 NUMBER_OF_DCT_COMPONENTS = 45
 
 # create a DCT block extractor model
-dct_extractor = bob.ip.DCTFeatures(DCT_BLOCK_SIZE, DCT_BLOCK_SIZE, DCT_BLOCK_OVERLAP, DCT_BLOCK_OVERLAP, NUMBER_OF_DCT_COMPONENTS)
+dct_extractor = bob.ip.base.DCTFeatures(NUMBER_OF_DCT_COMPONENTS, (DCT_BLOCK_SIZE, DCT_BLOCK_SIZE), (DCT_BLOCK_OVERLAP, DCT_BLOCK_OVERLAP))
 
 def extract_feature(image):
   """Extracts the DCT features for the given image"""
@@ -82,11 +88,11 @@ def train(training_features, number_of_gaussians = NUMBER_OF_GAUSSIANS):
 
   input_size = training_set.shape[1]
   # create the KMeans and UBM machine
-  kmeans = bob.machine.KMeansMachine(number_of_gaussians, input_size)
-  ubm = bob.machine.GMMMachine(number_of_gaussians, input_size)
+  kmeans = bob.learn.misc.KMeansMachine(number_of_gaussians, input_size)
+  ubm = bob.learn.misc.GMMMachine(number_of_gaussians, input_size)
 
   # create the KMeansTrainer
-  kmeans_trainer = bob.trainer.KMeansTrainer()
+  kmeans_trainer = bob.learn.misc.KMeansTrainer()
 
   # train using the KMeansTrainer
   kmeans_trainer.train(kmeans, training_set)
@@ -100,7 +106,7 @@ def train(training_features, number_of_gaussians = NUMBER_OF_GAUSSIANS):
   ubm.weights = weights
 
   # train the GMM
-  trainer = bob.trainer.ML_GMMTrainer()
+  trainer = bob.learn.misc.ML_GMMTrainer()
   trainer.train(ubm, training_set)
 
   return ubm
@@ -111,7 +117,7 @@ def enroll(model_features, ubm, gmm_trainer):
   # create array set used for enrolling
   enroll_set = numpy.vstack(model_features.values())
   # create a GMM from the UBM
-  gmm = bob.machine.GMMMachine(ubm)
+  gmm = bob.learn.misc.GMMMachine(ubm)
 
   # train the GMM
   gmm_trainer.train(gmm, enroll_set)
@@ -126,7 +132,7 @@ def stats(probe_feature, ubm):
   probe_feature = numpy.vstack([probe_feature])
 
   # Accumulate statistics
-  gmm_stats = bob.machine.GMMStats(ubm.dim_c, ubm.dim_d)
+  gmm_stats = bob.learn.misc.GMMStats(ubm.dim_c, ubm.dim_d)
   gmm_stats.init()
   ubm.acc_statistics(probe_feature, gmm_stats)
 
@@ -137,7 +143,7 @@ def main():
   """This function will perform an a DCT block extraction and a UBM/GMM modeling test on the AT&T database"""
 
   # use the bob.db interface to retrieve information about the Database
-  atnt_db = xbob.db.atnt.Database()
+  atnt_db = bob.db.atnt.Database()
 
   # Check the existence of the AT&T database and download it if not
   # Also check if the AT&T database directory is overwritten by the command line
@@ -160,7 +166,7 @@ def main():
   #####################################################################
   ### GMM model enrollment
   print("Enrolling GMM models")
-  gmm_trainer = bob.trainer.MAP_GMMTrainer()
+  gmm_trainer = bob.learn.misc.MAP_GMMTrainer()
   gmm_trainer.max_iterations = 1
   gmm_trainer.set_prior_gmm(ubm)
 
@@ -196,7 +202,7 @@ def main():
   negative_scores = []
 
   print("Computing scores")
-  distance_function = bob.machine.linear_scoring
+  distance_function = bob.learn.misc.linear_scoring
 
   # iterate through models and probes and compute scores
   for model_id, model_gmm in models.iteritems():
diff --git a/xbob/example/faceverify/eigenface.py b/bob/example/faceverify/eigenface.py
similarity index 95%
rename from xbob/example/faceverify/eigenface.py
rename to bob/example/faceverify/eigenface.py
index 47b1a1c..f5aac96 100644
--- a/xbob/example/faceverify/eigenface.py
+++ b/bob/example/faceverify/eigenface.py
@@ -19,8 +19,13 @@
 
 from __future__ import print_function
 
-import bob
-import xbob.db.atnt
+# import required bob modules
+import bob.db.atnt
+import bob.io.base
+import bob.io.image
+import bob.learn.linear
+import bob.measure
+
 import os, sys
 import numpy, scipy.spatial
 import matplotlib
@@ -42,7 +47,7 @@ def load_images(db, group = None, purpose = None, database_directory = None, ima
   images = {}
   for k in files:
     # load image and linearize it into a vector
-    images[k.id] = bob.io.load(k.make_path(database_directory, image_extension)).astype(numpy.float64)
+    images[k.id] = bob.io.base.load(k.make_path(database_directory, image_extension)).astype(numpy.float64)
   return images
 
 
@@ -52,7 +57,7 @@ KEPT_EIGENFACES = 5
 def train(training_images):
   """Trains the PCA module with the given list of training images"""
   # perform training using a PCA trainer
-  pca_trainer = bob.trainer.PCATrainer()
+  pca_trainer = bob.learn.linear.PCATrainer()
 
   # create array set used for training
   # iterate through the training examples and linearize the images
@@ -79,7 +84,7 @@ def main():
   """This function will perform an eigenface test on the AT&T database"""
 
   # use the bob.db interface to retrieve information about the Database
-  atnt_db = xbob.db.atnt.Database()
+  atnt_db = bob.db.atnt.Database()
 
   # Check the existence of the AT&T database and download it if not
   # Also check if the AT&T database directory is overwritten by the command line
diff --git a/xbob/example/faceverify/gabor_graph.py b/bob/example/faceverify/gabor_graph.py
similarity index 85%
rename from xbob/example/faceverify/gabor_graph.py
rename to bob/example/faceverify/gabor_graph.py
index a094849..a7fd622 100644
--- a/xbob/example/faceverify/gabor_graph.py
+++ b/bob/example/faceverify/gabor_graph.py
@@ -19,8 +19,14 @@
 
 from __future__ import print_function
 
-import bob
-import xbob.db.atnt
+# import required bob modules
+import bob.db.atnt
+import bob.io.base
+import bob.io.image
+import bob.ip.base
+import bob.ip.gabor
+import bob.measure
+
 import os, sys
 import numpy, math
 import matplotlib
@@ -35,7 +41,7 @@ from .utils import atnt_database_directory
 
 
 # To preprocess the AT&T images, we use the TanTriggs algorithm
-preprocessor = bob.ip.TanTriggs()
+preprocessor = bob.ip.base.TanTriggs()
 
 def load_images(db, group = None, purpose = None, database_directory = None, image_extension = '.pgm'):
   """Reads the images for the given group and the given purpose from the given database"""
@@ -45,38 +51,38 @@ def load_images(db, group = None, purpose = None, database_directory = None, ima
   images = {}
   for k in files:
     # load image and linearize it into a vector
-    images[k.id] = bob.io.load(k.make_path(database_directory, image_extension)).astype(numpy.float64)
+    images[k.id] = bob.io.base.load(k.make_path(database_directory, image_extension)).astype(numpy.float64)
     # preprocess the images
     images[k.id] = preprocessor(images[k.id])
   return images
 
 
 # define Gabor wavelet transform class globally since it is reused for all images
-gabor_wavelet_transform = bob.ip.GaborWaveletTransform(k_max = 0.25 * math.pi)
-# create empty Gabor jet image including Gabor phases in the required size to avoid re-calculation
-gabor_jet_image = gabor_wavelet_transform.empty_jet_image(numpy.ndarray((112,92)), True)
+gabor_wavelet_transform = bob.ip.gabor.Transform(k_max = 0.25 * math.pi)
+# pre-allocate Gabor wavelet transform image in the desired size
+trafo_image = numpy.ndarray((gabor_wavelet_transform.number_of_wavelets, 112, 92), numpy.complex128)
 
-def extract_feature(image, graph_machine):
+def extract_feature(image, graph):
   """Extracts the Gabor graphs from the given image"""
 
   # perform Gabor wavelet transform on the image
-  gabor_wavelet_transform.compute_jets(image, gabor_jet_image)
+  gabor_wavelet_transform.transform(image, trafo_image)
 
   # extract the Gabor graphs from the feature image
-  gabor_graph = graph_machine(gabor_jet_image)
+  gabor_graph = graph.extract(trafo_image)
 
   # return the extracted graph
   return gabor_graph
 
 
 # define a certain Gabor jet similarity function that should be used
-SIMILARITY_FUNCTION = bob.machine.GaborJetSimilarity(bob.machine.gabor_jet_similarity_type.PHASE_DIFF_PLUS_CANBERRA, gabor_wavelet_transform)
+SIMILARITY_FUNCTION = bob.ip.gabor.Similarity('PhaseDiffPlusCanberra', gabor_wavelet_transform)
 
 def main():
   """This function will perform Gabor graph comparison test on the AT&T database."""
 
   # use the bob.db interface to retrieve information about the Database
-  atnt_db = xbob.db.atnt.Database()
+  atnt_db = bob.db.atnt.Database()
 
   # Check the existence of the AT&T database and download it if not
   # Also check if the AT&T database directory is overwritten by the command line
@@ -90,7 +96,7 @@ def main():
 
   print("Creating Gabor graph machine")
   # create a machine that will produce tight Gabor graphs with inter-node distance (4,4)
-  graph_machine = bob.machine.GaborGraphMachine((8,6), (104,86), (4,4))
+  graph_machine = bob.ip.gabor.Graph(first=(8,6), last=(104,86), step=(4,4))
 
   #####################################################################
   ### extract Gabor graph features for all model and probe images
@@ -133,9 +139,9 @@ def main():
     model_count += 1
     for probe_key, probe_feature in probe_features.iteritems():
       # compute local scores for each model gabor jet and each probe jet
-      scores = numpy.ndarray((len(model), probe_feature.shape[0]), dtype = numpy.float)
+      scores = numpy.ndarray((len(model), len(probe_feature)), dtype = numpy.float)
       for model_feature_index in range(len(model)):
-        for gabor_jet_index in range(probe_feature.shape[0]):
+        for gabor_jet_index in range(len(probe_feature)):
           scores[model_feature_index, gabor_jet_index] = SIMILARITY_FUNCTION(model[model_feature_index][gabor_jet_index], probe_feature[gabor_jet_index])
 
       # the final score is computed as the average over all positions, taking the most similar model jet
diff --git a/xbob/example/faceverify/tests/__init__.py b/bob/example/faceverify/tests/__init__.py
similarity index 65%
rename from xbob/example/faceverify/tests/__init__.py
rename to bob/example/faceverify/tests/__init__.py
index 69b0f30..275beae 100644
--- a/xbob/example/faceverify/tests/__init__.py
+++ b/bob/example/faceverify/tests/__init__.py
@@ -24,13 +24,17 @@ import os, sys
 import unittest
 from nose.plugins.skip import SkipTest
 
-import bob
+import bob.io.base
+import bob.learn.linear
+import bob.ip.gabor
+import bob.learn.misc
+
 import numpy, numpy.linalg
 
-import xbob.db.atnt
+import bob.db.atnt
 
 import pkg_resources
-import xbob.example.faceverify
+import bob.example.faceverify
 
 
 regenerate_references = False
@@ -60,7 +64,8 @@ class FaceVerifyExampleTest(unittest.TestCase):
       shutil.rmtree(self.m_temp_dir)
 
   def resource(self, f):
-    return pkg_resources.resource_filename('xbob.example.faceverify.tests', f)
+    return pkg_resources.resource_filename('bob.example.faceverify.tests', f)
+
 
   def test00_database(self):
     # test that the database exists
@@ -70,15 +75,16 @@ class FaceVerifyExampleTest(unittest.TestCase):
     for d in subdirs:
       self.assertTrue(set(files).issubset(os.listdir(os.path.join(self.m_database_dir,d))))
 
+
   def test01_eigenface(self):
     # test the eigenface algorithm
     try:
-      from xbob.example.faceverify.eigenface import load_images, train, extract_feature, DISTANCE_FUNCTION
+      from bob.example.faceverify.eigenface import load_images, train, extract_feature, DISTANCE_FUNCTION
     except ImportError as e:
-      raise SkipTest("Skipping the tests since importing from faceverify.eigenface raised exception '%s'"%e)
+      raise SkipTest("Skipping the tests since importing from bob.example.faceverify.eigenface raised exception '%s'"%e)
 
     # open database
-    atnt_db = xbob.db.atnt.Database()
+    atnt_db = bob.db.atnt.Database()
     # test if all training images are loaded
     images = load_images(atnt_db, group = 'world', database_directory = self.m_database_dir)
     self.assertEqual(len(images), 200)
@@ -86,10 +92,10 @@ class FaceVerifyExampleTest(unittest.TestCase):
     # test that the training works (for speed reasons, we limit the number of training files)
     pca = train(images)
     if regenerate_references:
-      pca.save(bob.io.HDF5File(self.resource('pca_projector.hdf5'), 'w'))
+      pca.save(bob.io.base.HDF5File(self.resource('pca_projector.hdf5'), 'w'))
 
     # load PCA reference and check that it is still similar
-    pca_ref = bob.machine.LinearMachine(bob.io.HDF5File(self.resource('pca_projector.hdf5')))
+    pca_ref = bob.learn.linear.Machine(bob.io.base.HDF5File(self.resource('pca_projector.hdf5')))
     self.assertTrue(pca_ref.is_similar_to(pca))
 
     # check the the projection is the same
@@ -97,12 +103,12 @@ class FaceVerifyExampleTest(unittest.TestCase):
     probe = extract_feature(images[2], pca)
 
     if regenerate_references:
-      bob.io.save(model, self.resource('pca_model.hdf5'))
-      bob.io.save(probe, self.resource('pca_probe.hdf5'))
+      bob.io.base.save(model, self.resource('pca_model.hdf5'))
+      bob.io.base.save(probe, self.resource('pca_probe.hdf5'))
 
     # load model and probe reference
-    model_ref = bob.io.load(self.resource('pca_model.hdf5'))
-    probe_ref = bob.io.load(self.resource('pca_probe.hdf5'))
+    model_ref = bob.io.base.load(self.resource('pca_model.hdf5'))
+    probe_ref = bob.io.base.load(self.resource('pca_probe.hdf5'))
     self.assertTrue(numpy.allclose(model_ref, model))
     self.assertTrue(numpy.allclose(probe_ref, probe))
 
@@ -114,47 +120,48 @@ class FaceVerifyExampleTest(unittest.TestCase):
   def test02_gabor_graph(self):
     # test the gabor phase algorithm
     try:
-      from xbob.example.faceverify.gabor_graph import load_images, extract_feature, SIMILARITY_FUNCTION
+      from bob.example.faceverify.gabor_graph import load_images, extract_feature, SIMILARITY_FUNCTION
     except ImportError as e:
-      raise SkipTest("Skipping the tests since importing from faceverify.gabor_phase raised exception '%s'"%e)
+      raise SkipTest("Skipping the tests since importing from bob.example.faceverify.gabor_graph raised exception '%s'"%e)
 
     # open database
-    atnt_db = xbob.db.atnt.Database()
+    atnt_db = bob.db.atnt.Database()
     # test if all training images are loaded
     images = load_images(atnt_db, group = 'world', database_directory = self.m_database_dir)
     self.assertEqual(len(images), 200)
 
     # extract features; for test purposes we wil use smaller features with inter-node-distance 8
-    graph_machine = bob.machine.GaborGraphMachine((0,0), (111,91), (8,8))
+    graph_machine = bob.ip.gabor.Graph((0,0), (111,91), (8,8))
 
     # check the the projection is the same
     model = extract_feature(images[1], graph_machine)
     probe = extract_feature(images[2], graph_machine)
 
     if regenerate_references:
-      bob.io.save(model, self.resource('gabor_model.hdf5'))
-      bob.io.save(probe, self.resource('gabor_probe.hdf5'))
+      bob.ip.gabor.save_jets(model, bob.io.base.HDF5File(self.resource('gabor_model.hdf5'), 'w'))
+      bob.ip.gabor.save_jets(probe, bob.io.base.HDF5File(self.resource('gabor_probe.hdf5'), 'w'))
 
     # load model and probe reference
-    model_ref = bob.io.load(self.resource('gabor_model.hdf5'))
-    probe_ref = bob.io.load(self.resource('gabor_probe.hdf5'))
-    self.assertTrue(numpy.allclose(model_ref, model))
-    self.assertTrue(numpy.allclose(probe_ref, probe))
+    model_ref = bob.ip.gabor.load_jets(bob.io.base.HDF5File(self.resource('gabor_model.hdf5')))
+    probe_ref = bob.ip.gabor.load_jets(bob.io.base.HDF5File(self.resource('gabor_probe.hdf5')))
+    for i in range(len(model_ref)):
+      self.assertTrue(numpy.allclose(model_ref[i].jet, model[i].jet))
+      self.assertTrue(numpy.allclose(probe_ref[i].jet, probe[i].jet))
 
     # compute score
-    score = graph_machine.similarity(model, probe, SIMILARITY_FUNCTION)
+    score = numpy.mean([SIMILARITY_FUNCTION.similarity(model[i], probe[i]) for i in range(len(model))])
     self.assertAlmostEqual(score, 0.414937662799)
 
 
   def test03_dct_ubm(self):
     # test the UBM/GMM algorithm
     try:
-      from xbob.example.faceverify.dct_ubm import load_images, extract_feature, train, enroll, stats, NUMBER_OF_GAUSSIANS
+      from bob.example.faceverify.dct_ubm import load_images, extract_feature, train, enroll, stats, NUMBER_OF_GAUSSIANS
     except ImportError as e:
-      raise SkipTest("Skipping the tests since importing from faceverify.dct_ubm raised exception '%s'"%e)
+      raise SkipTest("Skipping the tests since importing from bob.example.faceverify.dct_ubm raised exception '%s'"%e)
 
     # open database
-    atnt_db = xbob.db.atnt.Database()
+    atnt_db = bob.db.atnt.Database()
     # test if all training images are loaded
     images = load_images(atnt_db, group = 'world', database_directory = self.m_database_dir)
     keys = sorted(images.keys())
@@ -163,9 +170,9 @@ class FaceVerifyExampleTest(unittest.TestCase):
     # test that the original DCT extraction works
     dct_feature = extract_feature(images[1])
     if regenerate_references:
-      bob.io.save(dct_feature, self.resource('dct_feature.hdf5'))
+      bob.io.base.save(dct_feature, self.resource('dct_feature.hdf5'))
 
-    feature_ref = bob.io.load(self.resource('dct_feature.hdf5'))
+    feature_ref = bob.io.base.load(self.resource('dct_feature.hdf5'))
     self.assertTrue(numpy.allclose(feature_ref, dct_feature))
 
     # extract features for several images
@@ -180,15 +187,15 @@ class FaceVerifyExampleTest(unittest.TestCase):
     for i in keys[:10]: trainset[i] = features[i]
     ubm = train(trainset, number_of_gaussians = 2)
     if regenerate_references:
-      ubm.save(bob.io.HDF5File(self.resource('dct_ubm.hdf5'), 'w'))
+      ubm.save(bob.io.base.HDF5File(self.resource('dct_ubm.hdf5'), 'w'))
 
     # load PCA reference and check that it is still similar
-    ubm_ref = bob.machine.GMMMachine(bob.io.HDF5File(self.resource('dct_ubm.hdf5')))
+    ubm_ref = bob.learn.misc.GMMMachine(bob.io.base.HDF5File(self.resource('dct_ubm.hdf5')))
     self.assertTrue(ubm_ref.is_similar_to(ubm))
 
 
     # enroll a model with two features
-    enroller = bob.trainer.MAP_GMMTrainer()
+    enroller = bob.learn.misc.MAP_GMMTrainer()
     enroller.max_iterations = 1
     enroller.set_prior_gmm(ubm)
 #    model = enroll({i : features[i] for i in keys[10:12]}, ubm, enroller)
@@ -196,20 +203,20 @@ class FaceVerifyExampleTest(unittest.TestCase):
     for i in keys[10:12]: enrollset[i] = features[i]
     model = enroll(enrollset, ubm, enroller)
     if regenerate_references:
-      model.save(bob.io.HDF5File(self.resource('dct_model.hdf5'), 'w'))
+      model.save(bob.io.base.HDF5File(self.resource('dct_model.hdf5'), 'w'))
 
-    model_ref = bob.machine.GMMMachine(bob.io.HDF5File(self.resource('dct_model.hdf5')))
+    model_ref = bob.learn.misc.GMMMachine(bob.io.base.HDF5File(self.resource('dct_model.hdf5')))
     self.assertTrue(model_ref.is_similar_to(model))
 
     # compute probe statistics
     probe = stats(features[keys[12]], ubm)
     if regenerate_references:
-      probe.save(bob.io.HDF5File(self.resource('dct_probe.hdf5'), 'w'))
+      probe.save(bob.io.base.HDF5File(self.resource('dct_probe.hdf5'), 'w'))
 
-    probe_ref = bob.machine.GMMStats(bob.io.HDF5File(self.resource('dct_probe.hdf5')))
+    probe_ref = bob.learn.misc.GMMStats(bob.io.base.HDF5File(self.resource('dct_probe.hdf5')))
     self.assertTrue(probe_ref.is_similar_to(probe))
 
     # compute score
-    score = bob.machine.linear_scoring([model], ubm, [probe])[0,0]
+    score = bob.learn.misc.linear_scoring([model], ubm, [probe])[0,0]
     self.assertAlmostEqual(score, 6975.2165874138391)
 
diff --git a/xbob/example/faceverify/tests/dct_feature.hdf5 b/bob/example/faceverify/tests/dct_feature.hdf5
similarity index 100%
rename from xbob/example/faceverify/tests/dct_feature.hdf5
rename to bob/example/faceverify/tests/dct_feature.hdf5
diff --git a/xbob/example/faceverify/tests/dct_model.hdf5 b/bob/example/faceverify/tests/dct_model.hdf5
similarity index 100%
rename from xbob/example/faceverify/tests/dct_model.hdf5
rename to bob/example/faceverify/tests/dct_model.hdf5
diff --git a/xbob/example/faceverify/tests/dct_probe.hdf5 b/bob/example/faceverify/tests/dct_probe.hdf5
similarity index 100%
rename from xbob/example/faceverify/tests/dct_probe.hdf5
rename to bob/example/faceverify/tests/dct_probe.hdf5
diff --git a/xbob/example/faceverify/tests/dct_ubm.hdf5 b/bob/example/faceverify/tests/dct_ubm.hdf5
similarity index 100%
rename from xbob/example/faceverify/tests/dct_ubm.hdf5
rename to bob/example/faceverify/tests/dct_ubm.hdf5
diff --git a/bob/example/faceverify/tests/gabor_model.hdf5 b/bob/example/faceverify/tests/gabor_model.hdf5
new file mode 100644
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diff --git a/bob/example/faceverify/tests/gabor_probe.hdf5 b/bob/example/faceverify/tests/gabor_probe.hdf5
new file mode 100644
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diff --git a/xbob/example/faceverify/tests/pca_model.hdf5 b/bob/example/faceverify/tests/pca_model.hdf5
similarity index 100%
rename from xbob/example/faceverify/tests/pca_model.hdf5
rename to bob/example/faceverify/tests/pca_model.hdf5
diff --git a/xbob/example/faceverify/tests/pca_probe.hdf5 b/bob/example/faceverify/tests/pca_probe.hdf5
similarity index 100%
rename from xbob/example/faceverify/tests/pca_probe.hdf5
rename to bob/example/faceverify/tests/pca_probe.hdf5
diff --git a/xbob/example/faceverify/tests/pca_projector.hdf5 b/bob/example/faceverify/tests/pca_projector.hdf5
similarity index 100%
rename from xbob/example/faceverify/tests/pca_projector.hdf5
rename to bob/example/faceverify/tests/pca_projector.hdf5
diff --git a/xbob/example/faceverify/utils.py b/bob/example/faceverify/utils.py
similarity index 100%
rename from xbob/example/faceverify/utils.py
rename to bob/example/faceverify/utils.py
diff --git a/buildout.cfg b/buildout.cfg
index 7d21d76..2719550 100644
--- a/buildout.cfg
+++ b/buildout.cfg
@@ -1,14 +1,54 @@
 ; vim: set fileencoding=utf-8 :
-; Manuel Guenther <Manuel.Guenther@idiap.ch>
-; Tue Sep  4 14:34:37 CEST 2012
-
-; This is the configuration file for buildout.
+; Andre Anjos <andre.anjos@idiap.ch>
+; Mon 16 Apr 08:29:18 2012 CEST
 
 [buildout]
 parts = scripts
-develop = .
-eggs = xbob.example.faceverify
+eggs = bob.example.faceverify
+extensions = bob.buildout
+             mr.developer
+auto-checkout = *
+develop = src/bob.extension
+          src/bob.blitz
+          src/bob.core
+          src/bob.io.base
+          src/bob.io.image
+          src/bob.sp
+          src/bob.math
+          src/bob.measure
+          src/bob.learn.activation
+          src/bob.learn.linear
+          src/bob.learn.misc
+          src/bob.ip.base
+          src/bob.ip.gabor
+          src/bob.db.base
+          src/bob.db.verification.utils
+          src/bob.db.atnt
+          .
+
+; options for bob.buildout extension
+debug = true
+verbose = true
 newest = false
 
+[sources]
+bob.extension = git https://github.com/bioidiap/bob.extension
+bob.blitz = git https://github.com/bioidiap/bob.blitz
+bob.core = git https://github.com/bioidiap/bob.core
+bob.io.base = git https://github.com/bioidiap/bob.io.base
+bob.io.image = git https://github.com/bioidiap/bob.io.image
+bob.sp = git https://github.com/bioidiap/bob.sp
+bob.math = git https://github.com/bioidiap/bob.math
+bob.measure = git https://github.com/bioidiap/bob.measure
+bob.learn.activation = git https://github.com/bioidiap/bob.learn.activation
+bob.learn.linear = git https://github.com/bioidiap/bob.learn.linear
+bob.learn.misc = git https://github.com/bioidiap/bob.learn.misc
+bob.ip.base = git https://github.com/bioidiap/bob.ip.base
+bob.ip.gabor = git https://github.com/bioidiap/bob.ip.gabor
+bob.db.base = git https://github.com/bioidiap/bob.db.base
+bob.db.verification.utils = git https://github.com/bioidiap/bob.db.verification.utils
+bob.db.atnt = git https://github.com/bioidiap/bob.db.atnt
+
+
 [scripts]
-recipe = xbob.buildout:scripts
+recipe = bob.buildout:scripts
diff --git a/setup.py b/setup.py
index e04a747..e9e4f10 100644
--- a/setup.py
+++ b/setup.py
@@ -27,10 +27,10 @@ setup(
 
     # This is the basic information about your project. Modify all this
     # information before releasing code publicly.
-    name='xbob.example.faceverify',
-    version='1.0.0',
+    name='bob.example.faceverify',
+    version='2.0.0a0',
     description='Example for using Bob to create face verification systems',
-    url='http://pypi.python.org/pypi/xbob.example.faceverify',
+    url='http://pypi.python.org/pypi/bob.example.faceverify',
     license='GPLv3',
     author='Manuel Guenther',
     author_email='manuel.guenther@idiap.ch',
@@ -49,17 +49,22 @@ setup(
     # privileges when using buildout.
 
     install_requires=[
-        "setuptools",
-        "bob >= 1.2.0",               # base signal proc./machine learning library
-        "xbob.db.atnt",               # the AT&T (ORL) database of images
+      "setuptools",
+      "bob.io.image",              # image IO
+      "bob.ip.base",               # tan-triggs, dct-blocks
+      "bob.ip.gabor",              # gabor graph
+      "bob.learn.linear",          # eigenfaces
+      "bob.learn.misc",            # ubm-gmm
+      "bob.measure",               # computing ROC
+      "bob.db.atnt",               # the AT&T (ORL) database of images
     ],
 
     # This package is good examples of namespace implementations
     # using several layers. You can check them out here:
     # https://github.com/idiap/bob/wiki/Satellite-Packages
     namespace_packages = [
-      'xbob',
-      'xbob.example',
+      'bob',
+      'bob.example',
     ],
 
     # This entry defines which scripts you will have inside the 'bin' directory
@@ -67,25 +72,28 @@ setup(
     # entry under 'console_scripts' is like this:
     #   script-name-at-bin-directory = module.at.your.library:function
     entry_points={
-      'console_scripts': [
-        'eigenface.py = xbob.example.faceverify.eigenface:main',
-        'gabor_graph.py = xbob.example.faceverify.gabor_graph:main',
-        'dct_ubm.py = xbob.example.faceverify.dct_ubm:main'
-        ],
+      'console_scripts':
+      [
+        'eigenface.py = bob.example.faceverify.eigenface:main',
+        'gabor_graph.py = bob.example.faceverify.gabor_graph:main',
+        'dct_ubm.py = bob.example.faceverify.dct_ubm:main'
+      ],
 
        # bob unittest declaration
-      'bob.test': [
-        'faceverify = xbob.example.faceverify.tests:FaceVerifyExampleTest',
-        ],
-     },
+      'bob.test':
+      [
+        'faceverify = faceverify.tests:FaceVerifyExampleTest',
+      ],
+    },
 
     classifiers = [
-      'Development Status :: 5 - Production/Stable',
+      'Development Status :: 4 - Beta',
       'License :: OSI Approved :: GNU General Public License v3 (GPLv3)',
       'Intended Audience :: Education',
       'Intended Audience :: Science/Research',
       'Natural Language :: English',
       'Programming Language :: Python',
       'Programming Language :: Python :: 3',
-      ],
+    ],
+
 )
diff --git a/xbob/example/faceverify/tests/gabor_model.hdf5 b/xbob/example/faceverify/tests/gabor_model.hdf5
deleted file mode 100644
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GIT binary patch
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