diff --git a/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/E.py b/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/E.py
index 52c65982b730fb91bc05955e01c6a9f46930e554..9ab5d3a7ca57f0bfccdea76fd946c29ba3cc8841 100644
--- a/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/E.py
+++ b/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/E.py
@@ -1,11 +1,11 @@
+import os
 from bob.extension import rc
 import bob.io.image
 from bob.bio.base.database import CSVToSampleLoaderBiometrics, CSVDataset
-import os
 
 def get_database(protocol):
 
-    image_dir = rc['bob.db.synmultipie.directory']
+    image_dir = os.path.join(rc['bob.synface.synthetic_datasets'], 'synmultipie', 'image')
     csv_dir = os.path.join(rc['bob.paper.ijcb2021_synthetic_dataset.path'],
                            'bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/protocols')
 
diff --git a/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/P.py b/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/P.py
index eb06ab273120d60922dcfbfd99756e1bf3889f47..2703b03794acc30647a692c572a9dcadcc14bc39 100644
--- a/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/P.py
+++ b/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/P.py
@@ -1,10 +1,11 @@
+import os
 from bob.extension import rc
 import bob.io.image
 from bob.bio.base.database import CSVToSampleLoaderBiometrics, CSVDataset
 
 def get_database(protocol):
 
-    image_dir = rc['bob.db.synmultipie.directory']
+    image_dir = os.path.join(rc['bob.synface.synthetic_datasets'], 'synmultipie', 'image')
     csv_dir = os.path.join(rc['bob.paper.ijcb2021_synthetic_dataset.path'],
                            'bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/protocols')
 
diff --git a/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/U.py b/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/U.py
index 3de2d8c5219d9712605704bd064578f312ff84d1..3e076e9cbf44da9f018a5eac51ef764fa1ff8ef7 100644
--- a/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/U.py
+++ b/bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/U.py
@@ -1,10 +1,11 @@
+import os
 from bob.extension import rc
 import bob.io.image
 from bob.bio.base.database import CSVToSampleLoaderBiometrics, CSVDataset
 
 def get_database(protocol):
 
-    image_dir = rc['bob.db.synmultipie.directory']
+    image_dir = os.path.join(rc['bob.synface.synthetic_datasets'], 'synmultipie', 'image')
     csv_dir = os.path.join(rc['bob.paper.ijcb2021_synthetic_dataset.path'],
                            'bob/paper/ijcb2021_synthetic_dataset/config/database/synmultipie/protocols')
 
diff --git a/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/syn_multipie.py b/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/syn_multipie.py
index 2e173127e1296a814daf9a90da3e471ac5c30506..5cc5cb6665d3cefffb4b8b18839fd166a9260226 100644
--- a/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/syn_multipie.py
+++ b/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/syn_multipie.py
@@ -1,7 +1,11 @@
+from bob.extension import rc
+import os
+
 ict=0.1
 seed=0
 pose_scaling=1
 illumination_scaling=1
 expression_scaling=1
 color_variations=0
-num_identities=64+65
\ No newline at end of file
+num_identities=64+65
+output_dir = os.path.join(rc['bob.synface.synthetic_datasets'], 'synmultipie')
\ No newline at end of file
diff --git a/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/uniqueness_ict_0.1.py b/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/uniqueness_ict_0.1.py
deleted file mode 100644
index 7c9d31d4bf3ba8447ae9c3a570e7449399408ce2..0000000000000000000000000000000000000000
--- a/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/uniqueness_ict_0.1.py
+++ /dev/null
@@ -1,4 +0,0 @@
-ict=0.1
-seed=0
-task='references'
-num_identities=11000
\ No newline at end of file
diff --git a/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/uniqueness_no_ict.py b/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/uniqueness_no_ict.py
index 350a6c8659e0921df83b3dfe1a1f48efb3f1ad98..48e998b0824b27004692720abf4a3e03234fa08c 100644
--- a/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/uniqueness_no_ict.py
+++ b/bob/paper/ijcb2021_synthetic_dataset/config/db_gen/uniqueness_no_ict.py
@@ -1,4 +1,7 @@
+import os
+from bob.extension import rc
 ict=0.0
 seed=0
 task='references'
-num_identities=11000
\ No newline at end of file
+num_identities=11000
+output_dir = os.path.join(rc['bob.synface.synthetic_datasets'], 'uniqueness_no_ict')
\ No newline at end of file