From 8c5153cbc5f81667f370c29b2faca6f6bd587e32 Mon Sep 17 00:00:00 2001
From: Josh Klontz <Joshua.Klontz@noblis.org>
Date: Mon, 14 Apr 2014 15:09:45 -0400
Subject: [PATCH] added more attributes, training takes pretty long now but accuracy is much improved

---
 scripts/attributes.sh | 41 ++++++++++++++++++++++++++++++++++++++---
 1 file changed, 38 insertions(+), 3 deletions(-)

diff --git a/scripts/attributes.sh b/scripts/attributes.sh
index 6fc8116..f749c77 100755
--- a/scripts/attributes.sh
+++ b/scripts/attributes.sh
@@ -20,13 +20,22 @@ DATA=${DATA:-~/data/CUHK-VHDC}
 if [ ! -f $ATTDIR/all.model ]; then
   br -crossValidate 2 -algorithm "CrossValidate($BASE+ \
   ($BROW+ \
+    TurkClassifier(eyebrowposition,[closebrows,highbrows],3)/ \
     TurkClassifier(unibrow,[unibrow],3)/ \
     TurkClassifier(eyebroworientation,[eyebrowsdown,eyebrowsuptodown],3)/ \
     TurkClassifier(thickeyebrows,[thickeyebrows,lighteyebrows],3))/ \
   ($MOUTH+ \
     TurkClassifier(smiling,[smiling],3)/ \
+    TurkClassifier(lipthickness,[cherry,big,small],3)/ \
+    TurkClassifier(mouthbite,[underbite,overbite],3)/ \
+    TurkClassifier(mouthopen,[closed,noteeth,halfteeth,allteeth],3)/ \
+    TurkClassifier(mouthwidth,[small,wide],3)/ \
+    TurkClassifier(mustache,[nomustache,linemustache,lightmustache,normalmustache,down],3)/ \
     TurkClassifier(mouthasymmetry,[asymmetrical],3))/ \
   ($EYES+ \
+    TurkClassifier(eyeseparation,[close,wide],3)/ \
+    TurkClassifier(eyeslant,[slant2,slant1,wild],3)/ \
+    TurkClassifier(benteyes,[bent])/ \
     TurkClassifier(eyecolor,[darkeyes,lighteyes],3)/ \
     TurkClassifier(baggyeyes,[baggy],3)/ \
     TurkClassifier(almondeyes,[almond],3)/ \
@@ -34,32 +43,49 @@ if [ ! -f $ATTDIR/all.model ]; then
     TurkClassifier(sleepyeyes,[sleepy],3)/ \
     TurkClassifier(lineeyes,[line],3)/ \
     TurkClassifier(roundeyes,[round],3)/ \
+    TurkClassifier(sharpeyes,[sharp],3)/ \
     TurkClassifier(smalleyes,[smalleyes],3)/ \
     TurkClassifier(glasses,[glasses],3)/ \
     TurkClassifier(eyelashvisibility,[feweyelashes],3))/ \
   ($FACE+ \
     TurkClassifier(gender,[male],3)/ \
+    TurkClassifier(faceshape,[round,triangular,rectangular],3)/ \
     TurkClassifier(cheekdensity,[puffy,in,normal],3)/ \
     TurkClassifier(facemarks,[scars,moles,normal],3)/ \
     TurkClassifier(facelength,[long],3)/ \
+    TurkClassifier(nosetoeyedist,[short,long],3)/ \
     TurkClassifier(nosetomouthdist,[long,small],3))/ \
   ($HAIR+ \
     TurkClassifier(foreheadwrinkles,[wrinkled],3)/ \
+    TurkClassifier(foreheadsize,[smallforehead,largeforehead],3)/ \
     TurkClassifier(haircolor,[darkhair,lighthair,greyhair],3)/ \
+    TurkClassifier(hairdensity,[thick,bald,thin,halfbald],3)/ \
+    TurkClassifier(widowspeak,[widowspeak],3)/ \
     TurkClassifier(hairstyle,[curlyhair],3))/ \
   ($NOSE+ \
     TurkClassifier(noseorientation,[upnose,downnose],3)/ \
     TurkClassifier(nosewidth,[small,thick],3)/ \
-    TurkClassifier(nosesize,[smallnose,bignose],3))/ \
+    TurkClassifier(nosesize,[smallnose,bignose],3)/ \
+    TurkClassifier(brokennose,[broken],3))/ \
   ($JAW+ \
+    TurkClassifier(beard,[nobeard,bigbeard,lightbeard,goatee,linebeard,normalbeard,lincolnbeard],3)/ \
     TurkClassifier(chinsize,[shortchin,longchin],3)) \
   ): \
 CrossValidate+Fuse([ \
+Turk(eyebrowposition,[closebrows,highbrows],3), \
 Turk(unibrow,[unibrow],3), \
 Turk(eyebroworientation,[eyebrowsdown,eyebrowsuptodown],3), \
 Turk(thickeyebrows,[thickeyebrows,lighteyebrows],3), \
 Turk(smiling,[smiling],3), \
+Turk(lipthickness,[cherry,big,small],3), \
+Turk(mouthbite,[underbite,overbite],3), \
+Turk(mouthopen,[closed,noteeth,halfteeth,allteeth],3), \
+Turk(mouthwidth,[small,wide],3), \
+Turk(mustache,[nomustache,linemustache,lightmustache,normalmustache,down],3), \
 Turk(mouthasymmetry,[asymmetrical],3), \
+Turk(eyeseparation,[close,wide],3), \
+Turk(eyeslant,[slant2,slant1,wild],3), \
+Turk(benteyes,[bent],3), \
 Turk(eyecolor,[darkeyes,lighteyes],3), \
 Turk(baggyeyes,[baggy],3), \
 Turk(almondeyes,[almond],3), \
@@ -67,19 +93,29 @@ Turk(buriedeyes,[buriedeyes],3), \
 Turk(sleepyeyes,[sleepy],3), \
 Turk(lineeyes,[line],3), \
 Turk(roundeyes,[round],3), \
+Turk(sharpeyes,[sharp],3), \
 Turk(smalleyes,[smalleyes],3), \
 Turk(glasses,[glasses],3), \
+Turk(eyelashvisibility,[feweyelashes],3), \
+Turk(gender,[male],3), \
+Turk(faceshape,[round,triangular,rectangular],3), \
 Turk(cheekdensity,[puffy,in,normal],3), \
 Turk(facemarks,[scars,moles,normal],3), \
 Turk(facelength,[long],3), \
+Turk(nosetoeyedist,[short,long],3), \
 Turk(nosetomouthdist,[long,small],3), \
 Turk(foreheadwrinkles,[wrinkled],3), \
+Turk(foreheadsize,[smallforehead,largeforehead],3), \
 Turk(haircolor,[darkhair,lighthair,greyhair],3), \
+Turk(hairdensity,[thick,bald,thin,halfbald],3), \
+Turk(widowspeak,[widowspeak],3), \
 Turk(hairstyle,[curlyhair],3), \
 Turk(noseorientation,[upnose,downnose],3), \
 Turk(nosewidth,[small,thick],3), \
 Turk(nosesize,[smallnose,bignose],3), \
-Turk(chinsize,[shortchin,longchin],3)],indices=[0,1,2,3,4,5,6,7,8,9,10,11,12,13,16,17,18,19,20,21,22,23,24,25,26])" \
+Turk(brokennose,[broken],3), \
+Turk(beard,[nobeard,bigbeard,lightbeard,goatee,linebeard,normalbeard,lincolnbeard],3), \
+Turk(chinsize,[shortchin,longchin],3)])" \
 -path $DATA/CUFSF/target/ -train results1194v2.turk $ATTDIR/all.model
 fi
 
@@ -90,7 +126,6 @@ br -crossValidate 2 -convert Output $ATTDIR/all.mtx $ATTDIR/all.rank
 br -crossValidate 2 -convert Output $ATTDIR/all.mtx $ATTDIR/all_CUFSF%1.eval
 
 # Not trained on: earpitch, earsize, neck thickness
-# Not used for comparison: gender, eyelashvisbility
 
 #br -crossValidate 2 -path $DATA/CUFSF/target/ -algorithm models/attributes -enroll results30v2.turk gallery/results30v2.gal
 
--
libgit2 0.21.4