diff --git a/conda/create_new_env.sh b/conda/create_new_env.sh
old mode 100644
new mode 100755
index 144b90206402659acb500115e25306ab5ef8145b..669f97b3d8d6bd1e72dbdd507779b95a9b4f7884
--- a/conda/create_new_env.sh
+++ b/conda/create_new_env.sh
@@ -4,13 +4,27 @@ set -xe
 # usage create_new_env.sh (-n env_name|-p env_folder) pyver [bobver]
 # This is intented to be used only with our conda installation at idiap/group/torch5spro
 # example create_new_env.sh -n bob-2.3.4-py27_0 2.7
-# example create_new_env.sh -n bob-2.3.4-py27_0 2.7 =2.3.4
-# example create_new_env.sh -n bob-2.3.4-py27_0 2.7 =2.3.4=py27_0
+# example create_new_env.sh -n bob-2.3.4-py27_0 2.7 =4.2.0
+# example create_new_env.sh -n bob-2.3.4-py27_0 2.7 =4.2.0 =2.3.4
+# example create_new_env.sh -n bob-2.3.4-py27_0 2.7 =4.2.0 =2.3.4=py27_0
 # example create_new_env.sh -p /path/to/bob-2.2.0-py27_0 2.7
 
-conda create --yes $1 $2 --channel defaults --override-channels python=$3 anaconda
+conda create --yes $1 $2 \
+	--channel defaults \
+	--channel https://www.idiap.ch/software/bob/conda \
+	--override-channels \
+	python=$3 \
+	anaconda$4 \
+	bob$5 \
+	caffe \
+	tensorflow \
+	docopt \
+	sphinx_rtd_theme \
+	gcc \
+	coverage
+
 source activate $2
-conda install --yes --no-update-deps bob$4 caffe tensorflow ipdb docopt sphinx_rtd_theme gcc
+
 pip install bob.db.arface \
 	bob.db.atvskeystroke \
 	bob.db.avspoof \
@@ -29,7 +43,6 @@ pip install bob.db.arface \
 	bob.db.replay \
 	bob.db.scface \
 	bob.db.utfvp \
-	bob.db.voxforge \
 	bob.db.xm2vts \
 	bob.db.youtube \
 	bob.bio.base \
@@ -37,8 +50,9 @@ pip install bob.db.arface \
 	bob.bio.spear \
 	bob.bio.face \
 	bob.bio.video \
+	bob.db.voxforge \
 	gridtk \
-	coveralls
+	ipdb
 
 echo "You can now activate your environment like this:"
 echo "source activate $2"