diff --git a/scripts/attributes.sh b/scripts/attributes.sh
index b52c34a..3cd8190 100755
--- a/scripts/attributes.sh
+++ b/scripts/attributes.sh
@@ -1,6 +1,6 @@
 #!/bin/bash
 
-BASE="Open+GroundTruth(../../sigsets/CUHK-VHDC/CUFSF/target.xml,[NEC3RightEye,NEC3LeftEye])+Rename(NEC3RightEye,Affine_0)+Rename(NEC3LeftEye,Affine_1)+Affine(192,240,.345,.475)+Cvt(Gray)"
+BASE="Open+GroundTruth(../../sigsets/CUHK-VHDC/CUFSF/target.xml,[NEC3RightEye,NEC3LeftEye])+Rename(NEC3RightEye,Affine_0)+Rename(NEC3LeftEye,Affine_1)+Affine(192,240,.345,.475)+Cvt(Gray)+Stasm(false,true,[(66.24,114),(125.76,114)])"
 SUBSPACE="Normalize(L2)+PCA(0.95)+Center(Range)"
 NOSE="RectFromStasmNoseWithBridge+ROI+Resize(76,52)+$SUBSPACE"
 MOUTH="RectFromStasmMouth+ROI+Resize(36,104)+$SUBSPACE"
@@ -8,13 +8,13 @@ EYES="RectFromStasmEyes+ROI+Resize(24,136)+$SUBSPACE"
 HAIR="RectFromStasmHair+ROI+Resize(60,116)+$SUBSPACE"
 BROW="RectFromStasmBrow+ROI+Resize(24,136)+$SUBSPACE"
 JAW="RectFromStasmJaw+ROI+Resize(104,164)+$SUBSPACE"
-FACE="Cascade(FrontalFace)+Resize(104,104)+$SUBSPACE"
+FACE="Crop(24,30,144,190)+$SUBSPACE"
 
 mkdir -p models
 rm models/all
 
 if [ ! -f models/all ]; then
-  br -crossValidate 2 -algorithm "CrossValidate($BASE+Stasm(false,true,[(66.24,114),(125.76,114)])+ \
+  br -crossValidate 2 -algorithm "CrossValidate($BASE+ \
 ($BROW+ \
 (Turk(unibrow,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=hasunibrow,outputVariable=predicted_hasunibrow)+Cat)/ \
 (Turk(eyebroworientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsdown,outputVariable=predicted_eyebrowsdown)/ \