From 9a419ab046a7231223c4b232fff471da60fff717 Mon Sep 17 00:00:00 2001
From: Rakesh Mehta <rakesh.mehta@idiap.ch>
Date: Wed, 28 Aug 2013 18:06:02 +0200
Subject: [PATCH] modifcation in tests and optimization of code

---
 outputstat                                     | Bin 0 -> 887678 bytes
 setup.py                                       |   1 +
 xbob/boosting/core/boosting.py                 |   1 -
 xbob/boosting/core/trainers.py                 |  11 +++++++----
 xbob/boosting/features/local_feature.py        |   8 ++++----
 xbob/boosting/scripts/mnist_multi_block_lbp.py |   3 +--
 xbob/boosting/tests/test_dlbp_features.py      |   1 +
 xbob/boosting/tests/test_lbp_features.py       |   4 +++-
 xbob/boosting/tests/test_loss_exp.py           |   2 ++
 xbob/boosting/tests/test_tlpb_features.py      |   1 +
 xbob/boosting/tests/test_trainer_stump.py      |  12 ++++++------
 11 files changed, 26 insertions(+), 18 deletions(-)
 create mode 100644 outputstat

diff --git a/outputstat b/outputstat
new file mode 100644
index 0000000000000000000000000000000000000000..d6f1dec85c428eb2b79f7a893a5cbd929674b84f
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literal 0
HcmV?d00001

diff --git a/setup.py b/setup.py
index 886c3b5..457b46b 100644
--- a/setup.py
+++ b/setup.py
@@ -53,6 +53,7 @@ setup(
       'setuptools',
       'bob', # base signal proc./machine learning library
       'xbob.db.mnist',
+      'xbob.db.banca',
     ],
 
     # Your project should be called something like 'xbob.<foo>' or 
diff --git a/xbob/boosting/core/boosting.py b/xbob/boosting/core/boosting.py
index 1d48c01..8a1f09b 100644
--- a/xbob/boosting/core/boosting.py
+++ b/xbob/boosting/core/boosting.py
@@ -190,7 +190,6 @@ class Boost:
             # Perform lbfgs minimization and compute the scale (alpha_r) for current weak trainer
             lbfgs_struct = scipy.optimize.fmin_l_bfgs_b(loss_func.loss_sum, init_point, fprime = loss_func.loss_grad_sum, args = (targets, pred_scores, curr_pred_scores)) 
             alpha = lbfgs_struct[0]
-            print alpha
 
 
             # Update the prediction score after adding the score from the current weak classifier f(x) = f(x) + alpha_r*g_r
diff --git a/xbob/boosting/core/trainers.py b/xbob/boosting/core/trainers.py
index 98228fa..575f3ac 100644
--- a/xbob/boosting/core/trainers.py
+++ b/xbob/boosting/core/trainers.py
@@ -350,12 +350,15 @@ class LutTrainer():
 
         return: hist_grad: The sum of the loss gradient"""
         # initialize the values
-        num_samp = len(features)
-        hist_grad = numpy.zeros([self.num_entries])
+        # hist_grad = numpy.zeros([self.num_entries])
+
+        
 
         # compute the sum of the gradient
-        for feature_value in range(self.num_entries):
-            hist_grad[feature_value] = sum(loss_grado[features == feature_value])
+        hist_grad, bin_val = numpy.histogram(features,bins = self.num_entries, range = (0,self.num_entries-1), weights = loss_grado)
+        # hist_grad = [sum(loss_grado[features == feature_value]) for feature_value in xrange(self.num_entries)]
+        #for feature_value in range(self.num_entries):
+        #    hist_grad[feature_value] = sum(loss_grado[features == feature_value])
         return hist_grad
 
 
diff --git a/xbob/boosting/features/local_feature.py b/xbob/boosting/features/local_feature.py
index 755971d..604ddaf 100644
--- a/xbob/boosting/features/local_feature.py
+++ b/xbob/boosting/features/local_feature.py
@@ -82,13 +82,13 @@ class lbp_feature():
 
                 # extract the specific feature from the image
                 if self.ftype == 'lbp':
-                    feature_map = self.lbp(self.coord, feature_map_dimx, feature_map_dimy, block_sum)
+                    feature_map = self.lbp(block_sum)
                 elif self.ftype == 'tlbp':
-                    feature_map = self.tlbp(self.coord, feature_map_dimx, feature_map_dimy, block_sum)
+                    feature_map = self.tlbp(block_sum)
                 elif self.ftype == 'dlbp':
-                    feature_map = self.dlbp(self.coord, feature_map_dimx, feature_map_dimy, block_sum)
+                    feature_map = self.dlbp(block_sum)
                 elif self.ftype == 'mlbp':
-                    feature_map = self.mlbp(self.coord, feature_map_dimx, feature_map_dimy, block_sum)
+                    feature_map = self.mlbp(block_sum)
 
                 # reshape feature image into vector
                 temp_vector = numpy.reshape(feature_map,feature_map.shape[0]*feature_map.shape[1],1)
diff --git a/xbob/boosting/scripts/mnist_multi_block_lbp.py b/xbob/boosting/scripts/mnist_multi_block_lbp.py
index a22c8f7..87116ba 100755
--- a/xbob/boosting/scripts/mnist_multi_block_lbp.py
+++ b/xbob/boosting/scripts/mnist_multi_block_lbp.py
@@ -85,8 +85,7 @@ def main():
     boost_trainer.selection_type = args.selection_type
     boost_trainer.num_entries = args.num_entries
 
-    print "Starting boosting the features"
-    print train_fea.shape
+    print "Start boosting the features"
     # Perform boosting of the feature set samp
     machine = boost_trainer.train(train_fea, train_targets)
 
diff --git a/xbob/boosting/tests/test_dlbp_features.py b/xbob/boosting/tests/test_dlbp_features.py
index 99926b4..44de376 100644
--- a/xbob/boosting/tests/test_dlbp_features.py
+++ b/xbob/boosting/tests/test_dlbp_features.py
@@ -28,6 +28,7 @@ class TestdlbpFeatures(unittest.TestCase):
         p6 | p5 | p4 """
 
     def test_dlbp_image(self):
+        """ Test for dlbp features with different neighbouring pixel values """
         feature_extractor = xbob.boosting.features.local_feature.lbp_feature('dlbp')
         img_values = numpy.array([1,1,1,1,1,1,1,1,1])  # p0,p1,p2,p3,p4,p5,p6,p7,pc
         img = get_image_3x3(img_values)
diff --git a/xbob/boosting/tests/test_lbp_features.py b/xbob/boosting/tests/test_lbp_features.py
index a2c47fc..e057869 100644
--- a/xbob/boosting/tests/test_lbp_features.py
+++ b/xbob/boosting/tests/test_lbp_features.py
@@ -22,6 +22,7 @@ class TestIntegralImage(unittest.TestCase):
     """Perform test on integral images"""
 
     def test_integral_image(self):
+        """ Test on the integral images """
         feature_extractor = xbob.boosting.features.local_feature.lbp_feature('lbp')
         img = numpy.array([[1,1,1],
                            [1,1,1],
@@ -46,7 +47,8 @@ class TestLbpFeatures(unittest.TestCase):
         p7 | pc | p3
         p6 | p5 | p4 """
 
-    def test_integral_image(self):
+    def test_lbp_features(self):
+        """Test for LBP features with different neighbouring values."""
         feature_extractor = xbob.boosting.features.local_feature.lbp_feature('lbp')
         img_values = numpy.array([1,1,1,1,1,1,1,1,1])  # p0,p1,p2,p3,p4,p5,p6,p7,pc
         img = get_image_3x3(img_values)
diff --git a/xbob/boosting/tests/test_loss_exp.py b/xbob/boosting/tests/test_loss_exp.py
index 420f512..4f6d670 100644
--- a/xbob/boosting/tests/test_loss_exp.py
+++ b/xbob/boosting/tests/test_loss_exp.py
@@ -7,6 +7,7 @@ class TestExpLossFunctions(unittest.TestCase):
     """Perform test on exponential loss function """
 
     def test_exp_positive_target(self):
+        """ Loss values computation test for postitive targets. """
 
         loss_function = xbob.boosting.core.losses.ExpLossFunction()
         target = 1
@@ -47,6 +48,7 @@ class TestExpLossFunctions(unittest.TestCase):
         self.assertEqual(val4, grad_sum_val)
 
     def test_exp_negative_target(self):
+        """ Exponential Loss values computation test for negative targets. """
 
         loss_function = xbob.boosting.core.losses.ExpLossFunction()
         target = -1
diff --git a/xbob/boosting/tests/test_tlpb_features.py b/xbob/boosting/tests/test_tlpb_features.py
index debd4a2..8cd7b2f 100644
--- a/xbob/boosting/tests/test_tlpb_features.py
+++ b/xbob/boosting/tests/test_tlpb_features.py
@@ -28,6 +28,7 @@ class TestmlbpFeatures(unittest.TestCase):
         p6 | p5 | p4 """
 
     def test_mlbp_image(self):
+        """ Test on mlbp feature with different neighbourhood values."""
         feature_extractor = xbob.boosting.features.local_feature.lbp_feature('mlbp')
         img_values = numpy.array([1,1,1,1,1,1,1,1,1])  # p0,p1,p2,p3,p4,p5,p6,p7,pc, mean = 1
         img = get_image_3x3(img_values)
diff --git a/xbob/boosting/tests/test_trainer_stump.py b/xbob/boosting/tests/test_trainer_stump.py
index 2179cc2..27445e6 100644
--- a/xbob/boosting/tests/test_trainer_stump.py
+++ b/xbob/boosting/tests/test_trainer_stump.py
@@ -152,9 +152,9 @@ class TestStumpTrainer(unittest.TestCase):
         self.assertEqual(trained_threshold, threshold)
 
         if(fea1 < fea2):
-            polarity = 1
-        else:
             polarity = -1
+        else:
+            polarity = 1
 
         self.assertEqual(trained_polarity, polarity)
 
@@ -181,9 +181,9 @@ class TestStumpTrainer(unittest.TestCase):
         self.assertEqual(trained_threshold, threshold)
 
         if(fea1 < fea2):
-            polarity = 1
-        else:
             polarity = -1
+        else:
+            polarity = 1
 
         self.assertEqual(trained_polarity, polarity)
 
@@ -208,9 +208,9 @@ class TestStumpTrainer(unittest.TestCase):
 
         
         if(fea1 < fea2):
-            polarity = 1
-        else:
             polarity = -1
+        else:
+            polarity = 1
 
         self.assertEqual(trained_polarity, polarity)
 
-- 
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