clmtrackr
Version:
Javascript library for precise tracking of facial features via Constrained Local Models
164 lines • 278 kB
JavaScript
// trained with settings C = 0.1, epsilon = 0.1
// resulting bias approximately -1.0
var pModel = {
"scoring": {
"size": [20, 22],
"bias": 0.18948576732071692,
"coef": [0.051688362465757677, 0.016085647560620378, 0.055445912340888574, -0.035958248261150204, -0.016039186473824407, 0.011931195401139722, 0.014925143360714196, 0.041715418572098387, -0.041440450786668588, -0.07265608988881346, -0.10574946062247931, -0.086470391927182283, -0.052908457186642874, -0.0045926483775061092, 0.060546019950843903, -0.0010232658086567026, 0.030715267892234128, -0.018543000609070177, 0.01460071897421648, 0.073079512574181563, 0.00078682160712728599, 0.016013352084006435, 0.020930197424951922, -0.024843286471371802, 0.020030434201299865, 0.0090826481851877579, -0.0025287515312051537, 0.031329140757188026, -0.0067357220956132348, -0.028481024802100425, -0.10888546606514948, -0.065724562632318448, -0.036532865471198446, 0.040443332076904058, 0.029878085082196755, -0.02312713004453364, 0.0012308972245920731, -0.019504756530041238, -0.019363045953671512, 0.041168994330606314, 0.031837931112011032, 0.038437784121789532, -0.016256171880167352, 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},
"path": {
"normal": [
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14],
[15, 16, 17, 18],
[19, 20, 21, 22],
[23, 63, 24, 64, 25, 65, 26, 66, 23],
[28, 67, 29, 68, 30, 69, 31, 70, 28],
[34, 35, 36, 42, 37, 43, 38, 39, 40],
[33, 41, 62],
[44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 44, 56, 57, 58, 50, 59, 60, 61, 44],
27, 32
],
"vertices": [
// jawline
[0,1,23,0],
//[1,0,23,1],
[1,23,66,1],
[1,2,66,1],
[2,66,26,2],
[2,26,35,2],
[2,35,36,2],
[2,36,3,2],
[36,44,45,36],
[3,4,44,3],
[3,44,36,3],
[4,44,55,4],
[4,5,55,4],
[5,55,54,5],
[5,6,54,5],
[6,53,54,6],
[6,7,53,6],
[7,8,53,7],
[8,52,53,8],
[8,9,52,8],
[9,51,52,9],
[9,10,51,9],
[10,50,51,10],
[10,11,50,10],
[11,38,50,11],
[11,12,38,11],
[12,38,39,12],
[12,31,39,12],
[12,31,70,12],
[12,13,70,12],
[13,28,70,13],
[13,14,28,13],
// right eyebrow
[14,15,28,14],
[15,28,67,15],
[15,16,67,15],
[16,67,29,16],
[16,17,29,16],
[17,68,29,17],
[17,18,68,17],
[18,68,30,18],
[18,30,33,18],
// below eyes
[30,40,69,30],
[39,40,69,39],
[39,31,69,39],
[26,65,35,26],
[34,35,65,34],
[25,34,65,25],
// left eyebrow
[22,25,33,22],
[22,25,64,22],
[21,22,64,21],
[21,24,64,21],
[20,21,24,20],
[20,24,63,20],
[19,20,63,19],
[19,23,63,19],
[19,23,0,19],
// below nose
[36,45,46,36],
[36,42,46,36],
[42,37,46,42],
[37,46,47,37],
[46,37,47,46],
[37,47,48,37],
[38,48,49,38],
[37,43,48,37],
[43,38,48,43],
[38,49,50,38],
// nose region
//[21,17,22,21],
//[17,18,22,17],
[22,18,33,22],
[40,41,30,40],
[25,33,41,25],
[33,41,30,33],
[25,34,41,25],
[41,40,62,41],
[34,41,62,34],
[34,35,62,34],
[35,36,62,35],
[36,42,62,36],
[42,37,62,42],
[37,43,62,37],
[43,38,62,43],
[38,39,62,38],
[39,40,62,39],
// mouth
[44,45,61,44],
[45,46,61,45],
[46,47,61,46],
[47,61,60,47],
[47,59,60,47],
[47,48,59,47],
[48,49,59,48],
[49,50,59,49],
[50,51,58,50],
[51,52,58,51],
[52,57,58,52],
[52,53,57,52],
[53,54,57,53],
[54,56,57,54],
[54,55,56,54],
[44,55,56,44],
// left eye
[23,63,27,23],
[63,24,27,63],
[24,64,27,24],
[64,25,27,64],
[25,65,27,25],
[65,26,27,65],
[26,66,27,26],
[66,23,27,66],
// right eye
[28,67,32,28],
[67,29,32,67],
[29,68,32,29],
[68,30,32,68],
[30,69,32,30],
[69,31,32,69],
[31,70,32,31],
[28,32,70,28]
]
},
"patchModel": {
"numPatches": 71,
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