diff --git a/prefix/databases/mnist/5.json b/prefix/databases/mnist/5.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e418818b00d1d140ff1a03c8faf552967be8565
--- /dev/null
+++ b/prefix/databases/mnist/5.json
@@ -0,0 +1 @@
+{"description": "The MNIST Database of Handwritten Digits", "root_folder": "/path_to_db_folder/mnist", "protocols": [{"name": "idiap", "template": "simple_digit_recognition/1", "views": {"train": {"view": "View", "parameters": {"group": "train"}}, "test": {"view": "View", "parameters": {"group": "test"}}}}], "schema_version": 2}
\ No newline at end of file
diff --git a/prefix/databases/mnist/5.py b/prefix/databases/mnist/5.py
new file mode 100644
index 0000000000000000000000000000000000000000..bb2dc0333b98259cd6aa07a0bc03e89116891260
--- /dev/null
+++ b/prefix/databases/mnist/5.py
@@ -0,0 +1,111 @@
+###############################################################################
+# #
+# Copyright (c) 2018 Idiap Research Institute, http://www.idiap.ch/ #
+# Contact: beat.support@idiap.ch #
+# #
+# This file is part of the beat.examples module of the BEAT platform. #
+# #
+# Commercial License Usage #
+# Licensees holding valid commercial BEAT licenses may use this file in #
+# accordance with the terms contained in a written agreement between you #
+# and Idiap. For further information contact tto@idiap.ch #
+# #
+# Alternatively, this file may be used under the terms of the GNU Affero #
+# Public License version 3 as published by the Free Software and appearing #
+# in the file LICENSE.AGPL included in the packaging of this file. #
+# The BEAT platform is distributed in the hope that it will be useful, but #
+# WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY #
+# or FITNESS FOR A PARTICULAR PURPOSE. #
+# #
+# You should have received a copy of the GNU Affero Public License along #
+# with the BEAT platform. If not, see http://www.gnu.org/licenses/. #
+# #
+###############################################################################
+
+import numpy as np
+from collections import namedtuple
+
+from beat.backend.python.database import View as BaseView
+
+import bob.db.mnist
+
+
+#----------------------------------------------------------
+
+
+class View(BaseView):
+ """Outputs:
+ - image: "{{ system_user.username }}/array_2d_uint8/1"
+ - id: "{{ system_user.username }}/uint64/1"
+ - class_id: "{{ system_user.username }}/uint64/1"
+
+ One "id" is associated with a given "image".
+ Several "image" are associated with a given "class_id".
+
+ --------------- --------------- --------------- --------------- --------------- ---------------
+ | image | | image | | image | | image | | image | | image |
+ --------------- --------------- --------------- --------------- --------------- ---------------
+ --------------- --------------- --------------- --------------- --------------- ---------------
+ | id | | id | | id | | id | | id | | id |
+ --------------- --------------- --------------- --------------- --------------- ---------------
+ ----------------------------------------------- -----------------------------------------------
+ | class_id | | class_id |
+ ----------------------------------------------- -----------------------------------------------
+ """
+
+ def index(self, root_folder, parameters):
+ Entry = namedtuple('Entry', ['class_id', 'id', 'image'])
+
+ # Open the database and load the objects to provide via the outputs
+ db = bob.db.mnist.Database()
+
+ features, labels = db.data(groups=parameters['group'])
+
+ objs = sorted([ (labels[i], i, features[i]) for i in range(len(features)) ],
+ key=lambda x: (x[0], x[1]))
+
+ return [ Entry(x[0], x[1], x[2]) for x in objs ]
+
+
+ def get(self, output, index):
+ obj = self.objs[index]
+
+ if output == 'class_id':
+ return {
+ 'value': np.uint64(obj.class_id)
+ }
+
+ elif output == 'id':
+ return {
+ 'value': np.uint64(obj.id)
+ }
+
+ elif output == 'image':
+ return {
+ 'value': np.array(obj.image).reshape((28, 28))
+ }
+
+
+#----------------------------------------------------------
+
+
+def setup_tests():
+ pass
+
+
+#----------------------------------------------------------
+
+
+# Test the behavior of the views (on fake data)
+if __name__ == '__main__':
+
+ setup_tests()
+
+ # Note: This database can't be tested without the actual data, since
+ # the actual files are needed by this implementation
+
+ view = View()
+ view.objs = view.index(root_folder='', parameters=dict(group='train'))
+ view.get('class_id', 0)
+ view.get('id', 0)
+ view.get('image', 0)
diff --git a/prefix/databases/mnist/5.rst b/prefix/databases/mnist/5.rst
new file mode 100644
index 0000000000000000000000000000000000000000..2584c54faa06a406f71eb0586e54df25a8f8e659
--- /dev/null
+++ b/prefix/databases/mnist/5.rst
@@ -0,0 +1 @@
+The MNIST Database of Handwritten Digits
\ No newline at end of file
diff --git a/prefix/experiments/amohammadi/amohammadi/atnt_eigenfaces/1/atnt1.json b/prefix/experiments/amohammadi/amohammadi/atnt_eigenfaces/1/atnt1.json
index d732a3e09aa666a6781eaa09226b04d376a77711..f4f6484cf7c2d4bb853b8a4b102ccccdc628bb12 100644
--- a/prefix/experiments/amohammadi/amohammadi/atnt_eigenfaces/1/atnt1.json
+++ b/prefix/experiments/amohammadi/amohammadi/atnt_eigenfaces/1/atnt1.json
@@ -47,17 +47,17 @@
},
"datasets": {
"Probes": {
- "database": "atnt/5",
+ "database": "atnt/6",
"protocol": "idiap",
"set": "probes"
},
"Templates": {
- "database": "atnt/5",
+ "database": "atnt/6",
"protocol": "idiap",
"set": "templates"
},
"Train": {
- "database": "atnt/5",
+ "database": "atnt/6",
"protocol": "idiap",
"set": "train"
}
@@ -73,4 +73,4 @@
"queue": "Default"
},
"schema_version": 1
-}
\ No newline at end of file
+}
diff --git a/prefix/experiments/amohammadi/amohammadi/atnt_facenet/1/atnt_facenet_1.json b/prefix/experiments/amohammadi/amohammadi/atnt_facenet/1/atnt_facenet_1.json
index 10d5372b704849955f3c2476ff1c3454eb12dba6..d7bc5e151f8965e6fd12cc8c3dfac48b3ac32acf 100644
--- a/prefix/experiments/amohammadi/amohammadi/atnt_facenet/1/atnt_facenet_1.json
+++ b/prefix/experiments/amohammadi/amohammadi/atnt_facenet/1/atnt_facenet_1.json
@@ -2,10 +2,15 @@
"analyzers": {
"analyzer": {
"algorithm": "amohammadi/eer_analyzer/1",
+ "environment": {
+ "name": "Python",
+ "version": "2.1.0"
+ },
"inputs": {
"is_positive": "is_positive",
"score": "score"
- }
+ },
+ "queue": "Default"
}
},
"blocks": {
diff --git a/prefix/experiments/amohammadi/amohammadi/mnist_simple/1/mnist1.json b/prefix/experiments/amohammadi/amohammadi/mnist_simple/1/mnist1.json
index f790a1c87ef9609614583f287b13220294c88db1..05fad7ee6cbd7feac5348d4b2c11b8d349785c15 100644
--- a/prefix/experiments/amohammadi/amohammadi/mnist_simple/1/mnist1.json
+++ b/prefix/experiments/amohammadi/amohammadi/mnist_simple/1/mnist1.json
@@ -32,12 +32,12 @@
},
"datasets": {
"test": {
- "database": "mnist/4",
+ "database": "mnist/5",
"protocol": "idiap",
"set": "test"
},
"train": {
- "database": "mnist/4",
+ "database": "mnist/5",
"protocol": "idiap",
"set": "train"
}
@@ -50,4 +50,4 @@
"queue": "Default"
},
"schema_version": 1
-}
\ No newline at end of file
+}