Peter M. Groen / openbr

Commit 58dc496dbc28855bd5ed17f214468eae9747bd39

Authored by Josh Klontz
2 parents c93060f6 4fc593c0

Merge branch 'attributes' of https://github.com/biometrics/openbr into attributes

Inline Side-by-side
Showing 1 changed file with 41 additions and 41 deletions
scripts/attributesTorque.sh
  View file @58dc496
... ... @@ -23,53 +23,53 @@ mkdir $NAME
23 23 if [ ! -f $NAME/all.model ]; then
24 24 ${BR} -crossValidate 2 -algorithm "CrossValidate($BASE+ \
25 25 ($BROW+ \
26   -(Turk(unibrow,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=unibrow,AttributesVariable=predicted_unibrow)+Cat)/ \
27   -(Turk(eyebroworientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsdown,AttributesVariable=predicted_eyebrowsdown)/ \
28   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsuptodown,AttributesVariable=predicted_eyebrowsuptodown)+Cat)/ \
29   -(Turk(thickeyebrows,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thickeyebrows,AttributesVariable=predicted_thickeyebrows)/ \
30   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyebrows,AttributesVariable=predicted_lighteyebrows)+Cat))/ \
  26 +(Turk(unibrow,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=unibrow,outputVariable=predicted_unibrow)+Cat)/ \
  27 +(Turk(eyebroworientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsdown,outputVariable=predicted_eyebrowsdown)/ \
  28 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsuptodown,outputVariable=predicted_eyebrowsuptodown)+Cat)/ \
  29 +(Turk(thickeyebrows,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thickeyebrows,outputVariable=predicted_thickeyebrows)/ \
  30 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyebrows,outputVariable=predicted_lighteyebrows)+Cat))/ \
31 31 ($MOUTH+ \
32   -(Turk(smiling,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smiling,AttributesVariable=predicted_smiling)+Cat)/ \
33   -(Turk(mouthasymmetry,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=asymmetrical,AttributesVariable=predicted_asymmetrical)+Cat))/ \
  32 +(Turk(smiling,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smiling,outputVariable=predicted_smiling)+Cat)/ \
  33 +(Turk(mouthasymmetry,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=asymmetrical,outputVariable=predicted_asymmetrical)+Cat))/ \
34 34 ($EYES+ \
35   -(Turk(eyecolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkeyes,AttributesVariable=predicted_darkeyes)/ \
36   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyes,AttributesVariable=predicted_lighteyes)+Cat)/ \
37   -(Turk(baggyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=baggy,AttributesVariable=predicted_baggy)+Cat)/ \
38   -(Turk(almondeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=almond,AttributesVariable=predicted_almond)+Cat)/ \
39   -(Turk(buriedeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=buriedeyes,AttributesVariable=predicted_buriedeyes)+Cat)/ \
40   -(Turk(sleepyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=sleepy,AttributesVariable=predicted_sleepy)+Cat)/ \
41   -(Turk(lineeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=line,AttributesVariable=predicted_line)+Cat)/ \
42   -(Turk(roundeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=round,AttributesVariable=predicted_round)+Cat)/ \
43   -(Turk(smalleyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smalleyes,AttributesVariable=predicted_smalleyes)+Cat)/ \
44   -(Turk(glasses,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=glasses,AttributesVariable=predicted_glasses)+Cat)/ \
45   -(Turk(eyelashvisibility,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=feweyelashes,AttributesVariable=predicted_feweyelashes)+Cat))/ \
  35 +(Turk(eyecolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkeyes,outputVariable=predicted_darkeyes)/ \
  36 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyes,outputVariable=predicted_lighteyes)+Cat)/ \
  37 +(Turk(baggyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=baggy,outputVariable=predicted_baggy)+Cat)/ \
  38 +(Turk(almondeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=almond,outputVariable=predicted_almond)+Cat)/ \
  39 +(Turk(buriedeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=buriedeyes,outputVariable=predicted_buriedeyes)+Cat)/ \
  40 +(Turk(sleepyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=sleepy,outputVariable=predicted_sleepy)+Cat)/ \
  41 +(Turk(lineeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=line,outputVariable=predicted_line)+Cat)/ \
  42 +(Turk(roundeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=round,outputVariable=predicted_round)+Cat)/ \
  43 +(Turk(smalleyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smalleyes,outputVariable=predicted_smalleyes)+Cat)/ \
  44 +(Turk(glasses,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=glasses,outputVariable=predicted_glasses)+Cat)/ \
  45 +(Turk(eyelashvisibility,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=feweyelashes,outputVariable=predicted_feweyelashes)+Cat))/ \
46 46 ($FACE+ \
47   -(Turk(gender,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=male,AttributesVariable=predicted_male)+Cat)/ \
48   -(Turk(cheekdensity,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=puffy,AttributesVariable=predicted_puffy)/ \
49   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=in,AttributesVariable=predicted_in)/ \
50   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,AttributesVariable=predicted_normal)+Cat)/ \
51   -(Turk(facemarks,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=scars,AttributesVariable=predicted_scars)/ \
52   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=moles,AttributesVariable=predicted_moles)/ \
53   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,AttributesVariable=predicted_normal)+Cat)/ \
54   -(Turk(facelength,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,AttributesVariable=predicted_long)+Cat)/ \
55   -(Turk(nosetomouthdist,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,AttributesVariable=predicted_long)/ \
56   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,AttributesVariable=predicted_small)+Cat))/ \
  47 +(Turk(gender,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=male,outputVariable=predicted_male)+Cat)/ \
  48 +(Turk(cheekdensity,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=puffy,outputVariable=predicted_puffy)/ \
  49 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=in,outputVariable=predicted_in)/ \
  50 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,outputVariable=predicted_normal)+Cat)/ \
  51 +(Turk(facemarks,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=scars,outputVariable=predicted_scars)/ \
  52 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=moles,outputVariable=predicted_moles)/ \
  53 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,outputVariable=predicted_normal)+Cat)/ \
  54 +(Turk(facelength,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,outputVariable=predicted_long)+Cat)/ \
  55 +(Turk(nosetomouthdist,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,outputVariable=predicted_long)/ \
  56 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,outputVariable=predicted_small)+Cat))/ \
57 57 ($HAIR+ \
58   -(Turk(foreheadwrinkles,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=wrinkled,AttributesVariable=predicted_wrinkled)+Cat)/ \
59   -(Turk(haircolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkhair,AttributesVariable=predicted_darkhair)/ \
60   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighthair,AttributesVariable=predicted_lighthair)/ \
61   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=greyhair,AttributesVariable=predicted_greyhair)+Cat)/ \
62   -(Turk(hairstyle,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=curlyhair,AttributesVariable=predicted_curlyhair)+Cat))/ \
  58 +(Turk(foreheadwrinkles,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=wrinkled,outputVariable=predicted_wrinkled)+Cat)/ \
  59 +(Turk(haircolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkhair,outputVariable=predicted_darkhair)/ \
  60 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighthair,outputVariable=predicted_lighthair)/ \
  61 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=greyhair,outputVariable=predicted_greyhair)+Cat)/ \
  62 +(Turk(hairstyle,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=curlyhair,outputVariable=predicted_curlyhair)+Cat))/ \
63 63 ($NOSE+ \
64   -(Turk(noseorientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=upnose,AttributesVariable=predicted_upnose)/ \
65   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=downnose,AttributesVariable=predicted_downnose)+Cat)/ \
66   -(Turk(nosewidth,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,AttributesVariable=predicted_small)/ \
67   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thick,AttributesVariable=predicted_thick)+Cat)/ \
68   -(Turk(nosesize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smallnose,AttributesVariable=predicted_smallnose)/ \
69   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=bignose,AttributesVariable=predicted_bignose)+Cat))/ \
  64 +(Turk(noseorientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=upnose,outputVariable=predicted_upnose)/ \
  65 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=downnose,outputVariable=predicted_downnose)+Cat)/ \
  66 +(Turk(nosewidth,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,outputVariable=predicted_small)/ \
  67 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thick,outputVariable=predicted_thick)+Cat)/ \
  68 +(Turk(nosesize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smallnose,outputVariable=predicted_smallnose)/ \
  69 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=bignose,outputVariable=predicted_bignose)+Cat))/ \
70 70 ($JAW+ \
71   -(Turk(chinsize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=shortchin,AttributesVariable=predicted_shortchin)/ \
72   -SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=longchin,AttributesVariable=predicted_longchin))+Cat)): \
  71 +(Turk(chinsize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=shortchin,outputVariable=predicted_shortchin)/ \
  72 +SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=longchin,outputVariable=predicted_longchin))+Cat)): \
73 73 CrossValidate+Fuse([ \
74 74 Turk(unibrow,[unibrow],3), \
75 75 Turk(eyebroworientation,[eyebrowsdown,eyebrowsuptodown],3), \
... ...