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MDDN342 Assignment 3: Face Mappings
Raw
.block
license: mit
Raw
README.md

Assignment 3 MDDN 342 2019

Example of how to adapt assignment 2 code to assignment 3, this time using Lu Xaio's solution. This completes part 3 by adding training data into training_values.json.

Raw
face.js
/*
* FaceMap class - holds all informaiton about one mapped
* face and is able to draw itself.
*/
// other variables can be in here too
// these control the colors used
const bg_color = [225, 206, 187];
const fg_color = [151, 102, 52];
const stroke_color = [95, 52, 8];
function Face() {
// these are state variables for a face
// (your variables may be different)
this.hairStyle = 1; // 1-4
/*
* Draw a face with position lists that include:
* chin, right_eye, left_eye, right_eyebrow, left_eyebrow
* bottom_lip, top_lip, nose_tip, nose_bridge,
*/
this.draw = function(positions) {
// let chin_p1 = map(s1,0,100,0.6,1.8);
// let chin_p2 = map(s2,0,100,4.2,4.92);
// let face_h = map(s3,0,100,0.6,1);
// let R_eyebrow_dis = map(s4,0,100,-3,2);
// let L_eyebrow_dis = map(s5,0,100,-3,2);
// let hairC = int(map(s6,0,100,1,5));
// let skinC = int(map(s7,0,100,1,5));
// let mouthS = map(s8, 0, 100, 0, 0.5);
// let eyeS = int(map(s9, 0, 100, 1, 4));
// let hairS = int(map(s10, 0, 100, 1, 4));
// let decoration = int(map(s11,0,100,1,4))
let chin_p1 = 1;
let chin_p2 = 4.5;
let face_h = 1;
let rightEyebrow = 1;
let leftEyebrow = 1;
let hairC = 1;
let skinC = 1;
let mouthShape = 0.25;
let eyeShape = 1;
let hairStyle = this.hairStyle;
let decoration = 1;
let shoulder = 0;
let h1 = '#D2542C';
let h2 = '#F2D896';
let h3 = '#F2EBD8';
let h4 = '#29130B';
let h5 = '#A9A096';
let sk1 = '#F2C6AE';
let sk2 = '#D9C2BA';
let sk3 = '#EDB8AB';
let sk4 = '#C48485';
let sk5 = '#F9EBD0';
push();
let nose_bridge_y = positions.nose_bridge[0][1];
translate(0, nose_bridge_y/2);
scale(0.33);
stroke(0);
strokeWeight(0.1);
if(skinC == 1){
fill(sk1);
}else if(skinC ==2){
fill(sk2)
}else if(skinC == 3){
fill(sk3)
}else if(skinC ==4){
fill(sk4)
}else if(skinC ==5){
fill(sk5)
}
if(shoulder == 1){
beginShape();
vertex(-10,13);
vertex(-9, 12);
vertex(-7,10);
vertex(-5, 9);
vertex(-2.5,8);
vertex(-2,7);
vertex(-1.8,5);
vertex(1.8,5);
vertex(2,7);
vertex(2.5,8);
vertex(5, 9);
vertex(7,10);
vertex(9, 12);
vertex(10,13);
endShape();
push();
beginShape();
fill(120)
vertex(-10,13);
vertex(-9, 12);
vertex(-7,10);
vertex(-5, 9);
vertex(0,12);
vertex(5, 9);
vertex(7,10);
vertex(9, 12);
vertex(10,13);
endShape();
pop();
}
beginShape();//face
// fill(242, 197, 174)
//chin
vertex(chin_p1, 5.7);
bezierVertex(-0.3, 6, 0.18, 6, -chin_p1, 5.7);
//left face
bezierVertex(-2.988-(0.15 * chin_p1), 4.884, -3.12-(0.16 * chin_p2), 4.296, -chin_p2, 3.6-face_h);
//forehead
vertex(-5.4, -1.2);
bezierVertex( -5.7,-9, 5.4, -9, 5.4, -1.2);
//right face
vertex(chin_p2, 3.6-face_h);
bezierVertex(3.12+(0.16 * chin_p2), 4.296, 2.98 + (0.15 * chin_p1), 4.88, chin_p1, 5.7);
endShape(CLOSE);
//ear
beginShape();
vertex(5.4, -1.6);
vertex(6, -2.4);
vertex(6.3, -2.3);
vertex(6.4, -2.2);
vertex(6.5, -2);
vertex(6.4, -1.5);
vertex(6.3, -1);
vertex(6, 0)
vertex(5.6, 1);
vertex(5, 2);
vertex(chin_p2 + 0.2, 2.1)
endShape(CLOSE);
beginShape();
vertex(-5.4, -1.6);
vertex(-6, -2.4);
vertex(-6.3, -2.3);
vertex(-6.4, -2.2);
vertex(-6.5,-2);
vertex(-6.4, -1.5);
vertex(-6.3, -1);
vertex(-6, 0)
vertex(-5.6, 1);
vertex(-5, 2);
vertex(-chin_p2 - 0.2, 2.1)
endShape(CLOSE);
if(eyeShape == 1){
beginShape();//right eye inside
fill(250)
vertex(1.2, -0.54);
bezierVertex(1.56, -0.91, 4.2, -1.69, 3.9,-0.6)
bezierVertex(3.6, 0, 3.48, 0.12, 3, 0.48);
bezierVertex(1.2, 0.6, 0.9, 0.3, 1.2, -0.54)
endShape(CLOSE);
fill(95, 147, 167)
ellipse(2.28, -0.3, 1.62, 1.44)
fill(36, 73, 83)
ellipse(2.28, -0.3, 0.6, 0.6)
push();
noFill();
push();
beginShape();//right eyelid
strokeWeight(0.01);
fill(236, 168, 142);
vertex(1.2, -0.54);
vertex(3.5, -1.55);
vertex(1.2, -1.4);
endShape();
pop();
beginShape();
fill(0)
vertex(1.2, -0.54);
bezierVertex(1.56, -0.92, 4.2, -1.69, 3.9, -0.6)
vertex(4.2, -1.2);
bezierVertex(3.9, -1.5, 3, -1.5, 1.2, -0.6)
endShape(CLOSE);
pop();
push();
noStroke();
if(hairC == 1){
fill(h1);
}else if(hairC == 2){
fill(h2);
}else if(hairC == 3){
fill(h3);
}else if (hairC == 4){
fill(h4);
}else if(hairC == 5){
fill(h5);
}
beginShape();//right eye brow
vertex(0.72, -2.1+0.15*rightEyebrow);
bezierVertex(0.72, -2.16+0.2*rightEyebrow, 2.4, -3.3-0.15*rightEyebrow, 4.2, -2.4-0.15*rightEyebrow);
vertex(3.6, -2.46-0.15*rightEyebrow);
vertex(2.1, -2.4+0.01*rightEyebrow);
endShape(CLOSE);
beginShape();//Left eye brow
vertex(-0.72,-2.1+0.15*leftEyebrow);
bezierVertex(-0.72, -2.16+0.2*leftEyebrow, -2.4, -3.3-0.15*leftEyebrow, -4.2, -2.4-0.15*leftEyebrow);
vertex(-3.6,-2.46-0.15*leftEyebrow);
vertex(-2.1,-2.4+0.01*leftEyebrow);
endShape(CLOSE);
pop();
beginShape();//left eye inside
fill(250)
vertex(-1.2, -0.54);
bezierVertex( -1.56, -0.91, -4.2, -1.69, -3.9, -0.6)
bezierVertex( -3.6, 0, -3.48, 0.12, -3, 0.48);
bezierVertex(-1.2, 0.6, -0.9, 0.3, -1.2, -0.54)
endShape(CLOSE);
fill(95, 147, 167)
ellipse(-2.28, -0.3, -1.62, 1.44)
fill(36, 73, 83)
ellipse(-2.28, -0.3, -0.6, 0.6)
push();
beginShape();//left eyelid
strokeWeight(0.01);
fill(236, 168, 142);
vertex(-1.2, -0.54);
vertex(-3.5, -1.55);
vertex(-1.2, -1.4);
endShape();
pop();
beginShape();
fill(0)
vertex(-1.2, -0.54);
bezierVertex( -1.56, -0.92, -4.2, -1.69, -3.9,-0.6)
vertex(-4.2, -1.2);
bezierVertex(-3.9, -1.5, -3, -1.5, -1.2, -0.6)
endShape(CLOSE);
}else if(eyeShape ==2){
push()
strokeWeight(0.1)
fill(255)
beginShape();
vertex(4, -0.8);
bezierVertex(3.8, 0, 3.5, 0.3, 3.1, 0.5)
bezierVertex(2.2, 0.5, 1.8, 0.3, 1.4, 0)
vertex(1.2, -0.5);
endShape(CLOSE);
beginShape();
vertex(-4, -0.8);
bezierVertex(-3.8, 0, -3.5, 0.3, -3.1, 0.5)
bezierVertex(-2.2, 0.5, -1.8, 0.3, -1.4, 0)
vertex(-1.2, -0.5);
endShape(CLOSE);
noStroke();
fill('#8DD0FF')
ellipse(2.5, -0.6, 1.5, 1.3)
ellipse(-2.5, -0.6, 1.5, 1.3)
fill(0);
ellipse(2.5,-0.6, 1, 0.8)
ellipse(-2.5,-0.6, 1, 0.8)
pop();
push();
push();
strokeWeight(0)
fill('#FF9D85')
beginShape();
vertex(4.2, -0.7);
vertex(3.5, -1.5);
vertex(2, -1.5);
vertex(1.2, -0.5)
endShape();
beginShape();
vertex(-4.2, -0.7);
vertex(-3.5, -1.5);
vertex(-2, -1.5);
vertex(-1.2, -0.5)
endShape();
pop();
beginShape();
strokeWeight(0.2);
vertex(1.2, -0.5);
bezierVertex(1.8, -0.7, 4, -0.8, 4.2, -0.7);
endShape();
beginShape();
vertex(-1.2, -0.5);
bezierVertex(-1.8, -0.7, -4, -0.8, -4.2, -0.7);
endShape();
pop();
// push();
// pop();
if(hairC == 1){
fill(h1);
}else if(hairC == 2){
fill(h2);
}else if(hairC == 3){
fill(h3);
}else if (hairC == 4){
fill(h4);
}else if(hairC == 5){
fill(h5);
}
stroke(0)
beginShape();//right eye brow
vertex(0.72, -2.1+0.2*rightEyebrow);
bezierVertex(0.72, -2.16+0.2*rightEyebrow, 2.4, -3.3-0.15*rightEyebrow, 4.2, -2.4-0.15*rightEyebrow);
vertex(3.6, -2.46-0.15*rightEyebrow);
vertex(2.1, -2.4+0.01*rightEyebrow);
endShape(CLOSE);
beginShape();//Left eye brow
vertex(-0.72, -2.1+0.15*rightEyebrow);
bezierVertex(-0.72, -2.16+0.2*rightEyebrow, -2.4, -3.3-0.15*rightEyebrow, -4.2, -2.4-0.15*rightEyebrow);
vertex(-3.6, -2.46-0.15*rightEyebrow);
vertex(-2.1, -2.4+0.01*rightEyebrow);
endShape(CLOSE);
}else if(eyeShape == 3){
strokeWeight(0.1);
fill(10)
beginShape();
vertex(1.8, -0.1);
vertex(3.15, -0.18);
vertex(3.6, -0.36);
vertex(4, -1.35);
bezierVertex(3.9, -1.3, 2.7, -1.1, 1.62, -1)
vertex(1.3, -1);
vertex(1.2, -0.45);
vertex(1.35,-0.9);
vertex(1.62, -0.81);
vertex(2.7, -0.9);
vertex(3.6, -1.08);
vertex(3.78, -1.17);
vertex(3.6, -0.36);
vertex(3.15, -0.18);
vertex(1.8, -0.1);
endShape();
beginShape();
vertex(-1.8, -0.1);
vertex(-3.15, -0.18);
vertex(-3.6, -0.36);
vertex(-4, -1.35);
bezierVertex(-3.9, -1.3, -2.7, -1.1, -1.62, -1)
vertex(-1.3, -1);
vertex(-1.2, -0.45);
vertex(-1.35,-0.9);
vertex(-1.62, -0.81);
vertex(-2.7, -0.9);
vertex(-3.6, -1.08);
vertex(-3.78, -1.17);
vertex(-3.6, -0.36);
vertex(-3.15, -0.18);
vertex(-1.8, -0.1);
endShape();
beginShape();//right eye brow
vertex(0.72, -2.1+0.2*rightEyebrow);
bezierVertex(0.72, -2.16+0.2*rightEyebrow, 2.4, -3.3-0.15*rightEyebrow, 4.2, -2.4-0.15*rightEyebrow);
vertex(3.6, -2.46-0.15*rightEyebrow);
vertex(2.1, -2.4+0.01*rightEyebrow);
endShape(CLOSE);
beginShape();//Left eye brow
vertex(-0.72, -2.1+0.15*rightEyebrow);
bezierVertex(-0.72, -2.16+0.2*rightEyebrow, -2.4, -3.3-0.15*rightEyebrow, -4.2, -2.4-0.15*rightEyebrow);
vertex(-3.6, -2.46-0.15*rightEyebrow);
vertex(-2.1, -2.4+0.01*rightEyebrow);
endShape(CLOSE);
fill(250)
beginShape();
vertex(1.2, -0.45);
vertex(1.35,-0.9);
vertex(1.62, -0.81);
vertex(2.7, -0.9);
vertex(3.6, -1.08);
vertex(3.78, -1.17);
vertex(3.6, -0.36);
vertex(3.15, -0.18);
vertex(1.8, -0.1);
endShape();;
beginShape();
vertex(-1.2, -0.45);
vertex(-1.35,-0.9);
vertex(-1.62, -0.81);
vertex(-2.7, -0.9);
vertex(-3.6, -1.08);
vertex(-3.78, -1.17);
vertex(-3.6, -0.36);
vertex(-3.15, -0.18);
vertex(-1.8, -0.1);
endShape();
fill(10);
ellipse(-2.5,-0.5,1,0.8)
ellipse(2.5,-0.5,1,0.8)
}else if(eyeShape == 4){
strokeWeight(0.1);
fill(255);
beginShape();
vertex(4, -0.8);
bezierVertex(3.7, 0.5, 3, 0.5, 1.2, 0.5);
bezierVertex(1.9, -1.5, 2.3, -1.1, 2.9, -1.2);
endShape();
beginShape();
vertex(-4, -0.8);
bezierVertex(-3.7, 0.5, -3, 0.5, -1.2, 0.5);
bezierVertex(-1.9, -1.5, -2.3, -1.1, -2.9, -1.2);
endShape();
fill(0);
ellipse(2.5, -0.25, 1.5, 1.5)
beginShape();
vertex(1.2,0.5);
bezierVertex(1.4, -1.3, 2.3, -1.5, 2.9, -1.45);
bezierVertex(3.5, -1.3, 4, -0.8, 4.2, -1.1);
bezierVertex(4, -0.8, 3.5,-0.9, 2.9, -1.2);
bezierVertex(2.3, -1.1, 1.9, -1, 1.2, 0);
endShape()
ellipse(-2.5, -0.25, -1.5, 1.5)
beginShape();
vertex(-1.2,0.5);
bezierVertex(-1.4, -1.3, -2.3, -1.5, -2.9, -1.45);
bezierVertex(-3.5, -1.3, -4, -0.8, -4.2, -1.1);
bezierVertex(-4, -0.8, -3.5,-0.9, -2.9, -1.2);
bezierVertex(-2.3, -1.1, -1.9, -1, -1.2, 0);
endShape()
if(hairC == 1){
fill(h1);
}else if(hairC == 2){
fill(h2);
}else if(hairC == 3){
fill(h3);
}else if (hairC == 4){
fill(h4);
}else if(hairC == 5){
fill(h5);
}
stroke(0)
beginShape();//right eye brow
vertex(0.72, -2.1+0.2*rightEyebrow);
bezierVertex(0.72, -2.16+0.2*rightEyebrow, 2.4, -3.3-0.15*rightEyebrow, 4.2, -2.4-0.15*rightEyebrow);
vertex(3.6, -2.46-0.15*rightEyebrow);
vertex(2.1, -2.4+0.01*rightEyebrow);
endShape(CLOSE);
beginShape();//Left eye brow
vertex(-0.72, -2.1+0.15*rightEyebrow);
bezierVertex(-0.72, -2.16+0.2*rightEyebrow, -2.4, -3.3-0.15*rightEyebrow, -4.2, -2.4-0.15*rightEyebrow);
vertex(-3.6, -2.46-0.15*rightEyebrow);
vertex(-2.1, -2.4+0.01*rightEyebrow);
endShape(CLOSE);
}
//Mouth Shape
push();
strokeWeight(0.1);
noFill()
beginShape();
vertex(-1.5, 3.3 + mouthShape);
bezierVertex(-0.3, 3.6 -mouthShape, 0.3, 3.6-mouthShape, 1.5, 3.3+mouthShape)
endShape();
beginShape();
vertex(-0.3, 3.9+ 0.1*mouthShape);
vertex(0, 3.9)
vertex(0.3, 3.9+ 0.1*mouthShape);
endShape();
beginShape();
noStroke()
fill("#E1673D")
vertex(-1.5, 3.3 + mouthShape);
bezierVertex(-0.5, 3.6-mouthShape, 0.5, 3.6-mouthShape, 1.5, 3.3 + mouthShape);
endShape();
pop();
//Nose Shape
/*
beginShape();
strokeWeight(0.1);
noFill();
vertex()
vertex(0.5, 2.3)
bezierVertex(0.4, 2, 0.25, 2.3, 0, 2.4);
vertex(-0.1, 2.4);
bezierVertex(-0.25, 2.3, -0.5, 2, -0.6, 2.3);
endShape();
*/
push()
if(decoration == 1){
//freckle
fill("#B57738")
noStroke()
ellipse(1,0,0.1,0.1);
ellipse(0.2,0.5,0.2,0.2)
ellipse(-1.1,0.5,0.2,0.15);
ellipse(1.4,0.8,0.15,0.15);
ellipse(-1.1,0.3,0.15,0.1);
ellipse(-1.4,1.3,0.15,0.15);
ellipse(-0.8,0.5,0.2,0.15);
ellipse(1.1,0.3,0.15,0.15);
ellipse(-1,0.9,0.15,0.2);
ellipse(-2,1,0.15,0.15);
ellipse(2,1,0.2,0.15);
ellipse(0, 1, 0.3, 0.15);
ellipse(1.5, 1.4, 0.25, 0.25);
ellipse(-1.8, 0.8, 0.2, 0.2);
ellipse(1.8, 0.8, 0.2, 0.2);
}else if(decoration==2){
//glass
noFill();
strokeWeight(0.2)
ellipse(2.5,0,3.5,2.5);
ellipse(-2.5,0,3.5,2.5);
beginShape();
vertex(0.8,0);
vertex(0,-0.5)
vertex(-0.8,0)
endShape();
beginShape();
vertex(4.3,0);
vertex(5.5,-2)
endShape();
beginShape();
vertex(-4.3,0);
vertex(-5.5,-2)
endShape();
}else if(decoration==3){
translate(4,1)
beginShape();
noStroke()
fill('#EB4762')
vertex(0,0);
bezierVertex(0.5, -0.5, 1, 0, 0, 1);
bezierVertex(-1, 0, -0.5, -0.5, 0, 0);
endShape(CLOSE);
}
pop();
if(hairStyle == 2){
beginShape();
if(hairC == 1){
fill(h1);
}else if(hairC == 2){
fill(h2);
}else if(hairC == 3){
fill(h3);
}else if (hairC == 4){
fill(h4);
}else if(hairC == 5){
fill(h5);
}
vertex(0.2, -5.5);
bezierVertex(0.5, -4, 0.4, -3, 0, -2)
vertex(-0.5, -1);
vertex(0, -1.2);
vertex(-0.2, -0.5); //keep
vertex(-1, 1);
vertex(-0.9, 1.5);//keep
bezierVertex(-0.8, 1, 0, 0, 2.5, -2);
vertex(2, -1); //keep
bezierVertex(3, -2, 4, -4, 4, -2);
bezierVertex(3.7,-1, 4.2, -2, 4.8, 0);
bezierVertex(4.5, 3, 5, 2, 5, 0);
bezierVertex(6, -2, 6.5, -3, 6, -4)
vertex(5.5, -5);
bezierVertex(5.8, -5.2, 4, -6, 4, -6.5);
bezierVertex(1, -8, 0, -8, -0.5, -7.5);
vertex(-1, -8);
vertex(-2, -7.5);
vertex(-3, -6.5);
bezierVertex(-4, -6.4, -5, -5, -5.5, -4);
bezierVertex(-6, -3, -5.7, -2, -5.5, -1);
vertex(-5, 1);
vertex(-3.9, -2);
vertex(-3, -3);
vertex(-2, -4);
vertex(-1.5, -3.5);
vertex(-1, -4);
endShape(CLOSE);
}else if(hairStyle ==4){
beginShape();
if(hairC == 1){
fill(h1);
}else if(hairC == 2){
fill(h2);
}else if(hairC == 3){
fill(h3);
}else if (hairC == 4){
fill(h4);
}else if(hairC == 5){
fill(h5);
}
vertex(-1,-5);
vertex(0,-4.8);
vertex(1,-5);
vertex(1.7, -6.5);
vertex(1.9, -6.7);
vertex(1.7, -7);
vertex(1.5, -7);
vertex(1.3, -7.2);
vertex(1, -7.3);
vertex(0.8, -7.5);
vertex(0.2, -7.7);
vertex(-0.2, -7.6);
vertex(-1, -7.7);
vertex(-2, -7.6);
vertex(-4.5, -6.5);
vertex(-6, -5);
vertex(-6.5, -4);
vertex(-6.8, -3.5);
vertex(-7, -3);
vertex(-6.8, -1);
vertex(-6.5, 0.5);
vertex(-6.5, 6);
vertex(-6.8, 6.5);
vertex(-7, 7.5);
vertex(-6.3, 8.5);
vertex(-6.6, 9);
vertex(-7, 9.5);
vertex(-6.5, 9.4);
vertex(-6, 9);
vertex(-5.8, 10);
vertex(-5.5, 9.4);
vertex(-5, 10);
vertex(-4.8, 9);
vertex(-4.5, 8);
vertex(-4.3, 9);
vertex(-4, 9.7);
vertex(-3.5, 8.5);
vertex(-2, 8);
vertex(-1.5, 7.5);
vertex(-1, 5);
vertex(-0.7, 3);
vertex(-1, 1);
vertex(-0.2, -2);
vertex(-1, -5);
endShape(CLOSE);
}else if(hairStyle ==3){
//hair Style 1
if(hairC == 1){
fill(h1);
}else if(hairC == 2){
fill(h2);
}else if(hairC == 3){
fill(h3);
}else if (hairC == 4){
fill(h4);
}else if(hairC == 5){
fill(h5);
}
beginShape();
vertex(0.2, -5.5);
bezierVertex(1, -5.5, 1.2, -5.6, 2.5, -4);
bezierVertex(3, -3, 3.5, -2.5, 4, -2.3);
vertex(5, -2);
vertex(5.4, -1.6);
vertex(6, -2.4);
bezierVertex(6.3, -2.3, 6.2, -4, 6, -5);
bezierVertex(6.02, -5.5, 5.5, -6, 4.5, -7);
bezierVertex(1, -8.5, 0.4, -8.2, 0, -8.3);
bezierVertex(-1, -8.3, -2, -8, -2.3, -8);
bezierVertex(-4, -7, -5.2 ,-6, -5.5, -5.9);
bezierVertex(-5.8, -5, -6, -4, -6.5, -3);
bezierVertex(-6.8, -2, -6.9, 0, -6.5, 2);
bezierVertex(-6.4, 4, -6, 5, -6.1, 8);
bezierVertex(-6.3, 9, -6.3, 9, -6, 9.5);
vertex(-6.15, 9);
vertex(-5.8, 8);
vertex(-5.5, 7);
vertex(-5.4, 6);
vertex(-5.5, 4);
vertex(-5.4, 2);
vertex(-5.5, 1);
endShape(CLOSE);
}
//reference line
// line(-3,-6,3,-6);//forehead
// line(-3,-2.4,3,-2.4);//eye brow
// line(-1.2,2.1,1.2,2.1);//noise
// line(-0.9,3.3,0.9,3.3);//mouth
// line( 0, -6, 0,6);//mid line
// push();
// stroke(150);
// line( -1.2, -6, -1.2, 6);
// line( 1.2, -6, 1.2,6);
// line( 4.3, -0.9, 4.3, 0.9);
// line(-4.3, -0.9, -4.3, 0.9);
// pop();
pop();
noFill();
strokeWeight(0.05);
beginShape(LINES);
// curveVertex(positions.nose_tip[0][0], positions.nose_tip[0][1])
vertex(positions.nose_tip[0][0], positions.nose_tip[0][1])
vertex(positions.nose_tip[1][0], positions.nose_tip[1][1])
vertex(positions.nose_tip[1][0], positions.nose_tip[1][1])
vertex(positions.nose_tip[2][0], positions.nose_tip[2][1])
vertex(positions.nose_tip[2][0], positions.nose_tip[2][1])
vertex(positions.nose_tip[3][0], positions.nose_tip[3][1])
vertex(positions.nose_tip[3][0], positions.nose_tip[3][1])
vertex(positions.nose_tip[4][0], positions.nose_tip[4][1])
// curveVertex(positions.nose_tip[4][0], positions.nose_tip[4][1])
endShape();
beginShape(LINES);
vertex(positions.nose_bridge[0][0], positions.nose_bridge[0][1])
vertex(positions.nose_bridge[1][0], positions.nose_bridge[1][1])
vertex(positions.nose_bridge[1][0], positions.nose_bridge[1][1])
vertex(positions.nose_bridge[2][0], positions.nose_bridge[2][1])
vertex(positions.nose_bridge[2][0], positions.nose_bridge[2][1])
vertex(positions.nose_bridge[3][0], positions.nose_bridge[3][1])
vertex(positions.nose_bridge[3][0], positions.nose_bridge[3][1])
vertex(positions.nose_tip[2][0], positions.nose_tip[2][1])
endShape();
}
/* set internal properties based on list numbers 0-100 */
this.setProperties = function(settings) {
this.hairStyle = int(map(settings[0], 0, 100, 1, 4));
}
/* get internal properties as list of numbers 0-100 */
this.getProperties = function() {
let settings = new Array(1);
settings[0] = map(this.hairStyle, 1, 4, 0, 100);
return settings;
}
}
// given an array of [x,y] points, return the average
function average_point(list) {
var sum_x = 0;
var sum_y = 0;
var num_points = 0;
for(var i=0; i<list.length; i++) {
sum_x += list[i][0];
sum_y += list[i][1];
num_points += 1;
}
return [sum_x / num_points, sum_y / num_points];
}
Raw
index.html
<head>
<script src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.1/p5.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.1/addons/p5.dom.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/seedrandom/2.4.3/seedrandom.min.js"></script>
<script src="https://d3js.org/d3-random.v1.min.js"></script>
<script src="z_clmtrackr.js"></script>
<script src="z_model_pca_20_svm.js"></script>
<script language="javascript" type="text/javascript" src="z_purview_helper.js"></script>
<script language="javascript" type="text/javascript" src="z_focused_random.js"></script>
<script language="javascript" type="text/javascript" src="kdTree.js"></script>
<script language="javascript" type="text/javascript" src="face.js"></script>
<script language="javascript" type="text/javascript" src="system_runner.js"></script>
<style>
body { padding: 0; margin: 0; }
.inner { position: absolute; }
#controls {
font: 300 12px "Helvetica Neue";
padding: 5;
margin: 5;
background: #f0f0f0;
opacity: 0.0;
-webkit-transition: opacity 0.2s ease;
-moz-transition: opacity 0.2s ease;
-o-transition: opacity 0.2s ease;
-ms-transition: opacity 0.2s ease;
}
#controls:hover { opacity: 0.9; }
</style>
</head>
<body style="background-color:white">
<div class="outer">
<div class="inner" id="controls" height="500">
<table>
<tr>
<td>setting 1</td>
<td id="slider1Container"></td>
</tr>
<tr>
<td>setting 2</td>
<td id="slider2Container"></td>
</tr>
<tr>
<td>setting 3</td>
<td id="slider3Container"></td>
</tr>
<tr>
<td>setting 4</td>
<td id="slider4Container"></td>
</tr>
<tr>
<td>setting 5</td>
<td id="slider5Container"></td>
</tr>
<tr>
<td>setting 6</td>
<td id="slider6Container"></td>
</tr>
<tr>
<td>setting 7</td>
<td id="slider7Container"></td>
</tr>
<tr>
<td>setting 8</td>
<td id="slider8Container"></td>
</tr>
<tr>
<td>setting 9</td>
<td id="slider9Container"></td>
</tr>
<tr>
<td>setting 10</td>
<td id="slider10Container"></td>
</tr>
<tr>
<td>setting 11</td>
<td id="slider11Container"></td>
</tr>
<tr>
<td>setting 12</td>
<td id="slider12Container"></td>
</tr>
<tr>
</tr>
<tr>
<td>show target</td>
<td id="sliderTintContainer"></td>
</tr>
<tr>
<td>Draw function</td>
<td id="selector1Container"></td>
</tr>
<tr>
<td>Face Draw</td>
<td id="checkbox1Container"></td>
</tr>
<tr>
<td>Face Targets</td>
<td id="checkbox2Container"></td>
</tr>
<tr>
<td>Face Points</td>
<td id="checkbox3Container"></td>
</tr>
<tr>
<td></td>
<td id="button1Container"></td>
</tr>
<tr>
<td></td>
<td id="button2Container"></td>
</tr>
<tr>
<td></td>
<td id="button3Container"></td>
</tr>
<tr>
<td></td>
<td id="button4Container"></td>
</tr>
</table>
</div>
<div>
<div id="canvasContainer"></div>
<a href="face.js">face code</a><br>
<a href="sketch.html">sketches</a>
</div>
</div>
<pre>
<p id="output">
</p>
</pre>
</body>
Raw
kdTree.js
/**
* k-d Tree JavaScript - V 1.01
*
* https://github.com/ubilabs/kd-tree-javascript
*
* @author Mircea Pricop <pricop@ubilabs.net>, 2012
* @author Martin Kleppe <kleppe@ubilabs.net>, 2012
* @author Ubilabs http://ubilabs.net, 2012
* @license MIT License <http://www.opensource.org/licenses/mit-license.php>
*/
(function (root, factory) {
if (typeof define === 'function' && define.amd) {
define(['exports'], factory);
} else if (typeof exports === 'object') {
factory(exports);
} else {
factory((root.commonJsStrict = {}));
}
}(this, function (exports) {
function Node(obj, dimension, parent) {
this.obj = obj;
this.left = null;
this.right = null;
this.parent = parent;
this.dimension = dimension;
}
function kdTree(points, metric, dimensions) {
var self = this;
function buildTree(points, depth, parent) {
var dim = depth % dimensions.length,
median,
node;
if (points.length === 0) {
return null;
}
if (points.length === 1) {
return new Node(points[0], dim, parent);
}
points.sort(function (a, b) {
return a[dimensions[dim]] - b[dimensions[dim]];
});
median = Math.floor(points.length / 2);
node = new Node(points[median], dim, parent);
node.left = buildTree(points.slice(0, median), depth + 1, node);
node.right = buildTree(points.slice(median + 1), depth + 1, node);
return node;
}
// Reloads a serialied tree
function loadTree (data) {
// Just need to restore the `parent` parameter
self.root = data;
function restoreParent (root) {
if (root.left) {
root.left.parent = root;
restoreParent(root.left);
}
if (root.right) {
root.right.parent = root;
restoreParent(root.right);
}
}
restoreParent(self.root);
}
// If points is not an array, assume we're loading a pre-built tree
if (!Array.isArray(points)) loadTree(points, metric, dimensions);
else this.root = buildTree(points, 0, null);
// Convert to a JSON serializable structure; this just requires removing
// the `parent` property
this.toJSON = function (src) {
if (!src) src = this.root;
var dest = new Node(src.obj, src.dimension, null);
if (src.left) dest.left = self.toJSON(src.left);
if (src.right) dest.right = self.toJSON(src.right);
return dest;
};
this.insert = function (point) {
function innerSearch(node, parent) {
if (node === null) {
return parent;
}
var dimension = dimensions[node.dimension];
if (point[dimension] < node.obj[dimension]) {
return innerSearch(node.left, node);
} else {
return innerSearch(node.right, node);
}
}
var insertPosition = innerSearch(this.root, null),
newNode,
dimension;
if (insertPosition === null) {
this.root = new Node(point, 0, null);
return;
}
newNode = new Node(point, (insertPosition.dimension + 1) % dimensions.length, insertPosition);
dimension = dimensions[insertPosition.dimension];
if (point[dimension] < insertPosition.obj[dimension]) {
insertPosition.left = newNode;
} else {
insertPosition.right = newNode;
}
};
this.remove = function (point) {
var node;
function nodeSearch(node) {
if (node === null) {
return null;
}
if (node.obj === point) {
return node;
}
var dimension = dimensions[node.dimension];
if (point[dimension] < node.obj[dimension]) {
return nodeSearch(node.left, node);
} else {
return nodeSearch(node.right, node);
}
}
function removeNode(node) {
var nextNode,
nextObj,
pDimension;
function findMin(node, dim) {
var dimension,
own,
left,
right,
min;
if (node === null) {
return null;
}
dimension = dimensions[dim];
if (node.dimension === dim) {
if (node.left !== null) {
return findMin(node.left, dim);
}
return node;
}
own = node.obj[dimension];
left = findMin(node.left, dim);
right = findMin(node.right, dim);
min = node;
if (left !== null && left.obj[dimension] < own) {
min = left;
}
if (right !== null && right.obj[dimension] < min.obj[dimension]) {
min = right;
}
return min;
}
if (node.left === null && node.right === null) {
if (node.parent === null) {
self.root = null;
return;
}
pDimension = dimensions[node.parent.dimension];
if (node.obj[pDimension] < node.parent.obj[pDimension]) {
node.parent.left = null;
} else {
node.parent.right = null;
}
return;
}
// If the right subtree is not empty, swap with the minimum element on the
// node's dimension. If it is empty, we swap the left and right subtrees and
// do the same.
if (node.right !== null) {
nextNode = findMin(node.right, node.dimension);
nextObj = nextNode.obj;
removeNode(nextNode);
node.obj = nextObj;
} else {
nextNode = findMin(node.left, node.dimension);
nextObj = nextNode.obj;
removeNode(nextNode);
node.right = node.left;
node.left = null;
node.obj = nextObj;
}
}
node = nodeSearch(self.root);
if (node === null) { return; }
removeNode(node);
};
this.nearest = function (point, maxNodes, maxDistance) {
var i,
result,
bestNodes;
bestNodes = new BinaryHeap(
function (e) { return -e[1]; }
);
function nearestSearch(node) {
var bestChild,
dimension = dimensions[node.dimension],
ownDistance = metric(point, node.obj),
linearPoint = {},
linearDistance,
otherChild,
i;
function saveNode(node, distance) {
bestNodes.push([node, distance]);
if (bestNodes.size() > maxNodes) {
bestNodes.pop();
}
}
for (i = 0; i < dimensions.length; i += 1) {
if (i === node.dimension) {
linearPoint[dimensions[i]] = point[dimensions[i]];
} else {
linearPoint[dimensions[i]] = node.obj[dimensions[i]];
}
}
linearDistance = metric(linearPoint, node.obj);
if (node.right === null && node.left === null) {
if (bestNodes.size() < maxNodes || ownDistance < bestNodes.peek()[1]) {
saveNode(node, ownDistance);
}
return;
}
if (node.right === null) {
bestChild = node.left;
} else if (node.left === null) {
bestChild = node.right;
} else {
if (point[dimension] < node.obj[dimension]) {
bestChild = node.left;
} else {
bestChild = node.right;
}
}
nearestSearch(bestChild);
if (bestNodes.size() < maxNodes || ownDistance < bestNodes.peek()[1]) {
saveNode(node, ownDistance);
}
if (bestNodes.size() < maxNodes || Math.abs(linearDistance) < bestNodes.peek()[1]) {
if (bestChild === node.left) {
otherChild = node.right;
} else {
otherChild = node.left;
}
if (otherChild !== null) {
nearestSearch(otherChild);
}
}
}
if (maxDistance) {
for (i = 0; i < maxNodes; i += 1) {
bestNodes.push([null, maxDistance]);
}
}
if(self.root)
nearestSearch(self.root);
result = [];
for (i = 0; i < Math.min(maxNodes, bestNodes.content.length); i += 1) {
if (bestNodes.content[i][0]) {
result.push([bestNodes.content[i][0].obj, bestNodes.content[i][1]]);
}
}
return result;
};
this.balanceFactor = function () {
function height(node) {
if (node === null) {
return 0;
}
return Math.max(height(node.left), height(node.right)) + 1;
}
function count(node) {
if (node === null) {
return 0;
}
return count(node.left) + count(node.right) + 1;
}
return height(self.root) / (Math.log(count(self.root)) / Math.log(2));
};
}
// Binary heap implementation from:
// http://eloquentjavascript.net/appendix2.html
function BinaryHeap(scoreFunction){
this.content = [];
this.scoreFunction = scoreFunction;
}
BinaryHeap.prototype = {
push: function(element) {
// Add the new element to the end of the array.
this.content.push(element);
// Allow it to bubble up.
this.bubbleUp(this.content.length - 1);
},
pop: function() {
// Store the first element so we can return it later.
var result = this.content[0];
// Get the element at the end of the array.
var end = this.content.pop();
// If there are any elements left, put the end element at the
// start, and let it sink down.
if (this.content.length > 0) {
this.content[0] = end;
this.sinkDown(0);
}
return result;
},
peek: function() {
return this.content[0];
},
remove: function(node) {
var len = this.content.length;
// To remove a value, we must search through the array to find
// it.
for (var i = 0; i < len; i++) {
if (this.content[i] == node) {
// When it is found, the process seen in 'pop' is repeated
// to fill up the hole.
var end = this.content.pop();
if (i != len - 1) {
this.content[i] = end;
if (this.scoreFunction(end) < this.scoreFunction(node))
this.bubbleUp(i);
else
this.sinkDown(i);
}
return;
}
}
throw new Error("Node not found.");
},
size: function() {
return this.content.length;
},
bubbleUp: function(n) {
// Fetch the element that has to be moved.
var element = this.content[n];
// When at 0, an element can not go up any further.
while (n > 0) {
// Compute the parent element's index, and fetch it.
var parentN = Math.floor((n + 1) / 2) - 1,
parent = this.content[parentN];
// Swap the elements if the parent is greater.
if (this.scoreFunction(element) < this.scoreFunction(parent)) {
this.content[parentN] = element;
this.content[n] = parent;
// Update 'n' to continue at the new position.
n = parentN;
}
// Found a parent that is less, no need to move it further.
else {
break;
}
}
},
sinkDown: function(n) {
// Look up the target element and its score.
var length = this.content.length,
element = this.content[n],
elemScore = this.scoreFunction(element);
while(true) {
// Compute the indices of the child elements.
var child2N = (n + 1) * 2, child1N = child2N - 1;
// This is used to store the new position of the element,
// if any.
var swap = null;
// If the first child exists (is inside the array)...
if (child1N < length) {
// Look it up and compute its score.
var child1 = this.content[child1N],
child1Score = this.scoreFunction(child1);
// If the score is less than our element's, we need to swap.
if (child1Score < elemScore)
swap = child1N;
}
// Do the same checks for the other child.
if (child2N < length) {
var child2 = this.content[child2N],
child2Score = this.scoreFunction(child2);
if (child2Score < (swap == null ? elemScore : child1Score)){
swap = child2N;
}
}
// If the element needs to be moved, swap it, and continue.
if (swap != null) {
this.content[n] = this.content[swap];
this.content[swap] = element;
n = swap;
}
// Otherwise, we are done.
else {
break;
}
}
}
};
this.kdTree = kdTree;
exports.kdTree = kdTree;
exports.BinaryHeap = BinaryHeap;
}));
Raw
purview.json
{
"commits": [
{
"sha": "4acc67790ceae47e2dc59a065d40d654ac1bdeeb",
"name": "adapting example3"
},
{
"sha": "55c1cb6e0a0af629a914a01cd122b605929a07bb",
"name": "adapting example2"
},
{
"sha": "bccc7dea1526a86c6bdcfda022fc82053ff0a904",
"name": "adapting example1"
},
{
"sha": "e5b69a958ebc7cfc4490383bc46eea4550931888",
"name": "averaging function"
},
{
"sha": "b287c9b1382496eb683a53d2b353e57edc726870",
"name": "migrated code"
},
{
"sha": "11af26044b7353d04626875bf5a819de92883680",
"name": "original software"
}
]
}
Raw
sample_images.json
[
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[1.5546085927462328, 1.083420874676733], [1.6375250228213092, 0.6366214721099113], [1.7204414528963854, 0.18982206954308956], [1.7288913158769912, -0.270796738036245], [1.8256271509645803, -0.7920627076975371]], "left_eyebrow": [[-1.5391877732990955, -1.339469366166139], [-1.334977019060104, -1.6096968245189947], [-1.0094719406571975, -1.7033523386578846], [-0.6371391051848461, -1.6342553135953208], [-0.35309224181947757, -1.5045111264507998]], "right_eyebrow": [[0.25645969994879747, -1.4684224534451682], [0.581964778351704, -1.562077967584058], [0.9681170188365683, -1.5674475096159646], [1.2521638822019368, -1.4377033224714435], [1.4341053684478096, -1.1728454061504947]], "nose_bridge": [[-0.036037026397176986, -1.137547833010355], [-0.003028674340244869, -0.9003287267144314], [0.016160272704174555, -0.5886430533240374], [0.03534921974859398, -0.2769573799336436]], "nose_tip": [[-0.3784418307612956, -0.12265470371279627], [-0.16886153449039748, -0.006729921580787824], [0.054538166793013404, 0.03472829345675033], [0.21729070599446673, -0.012099463612694525], [0.38004324519592, -0.05892722068213939]], "left_eye": [[-1.1200271807572992, -1.1076198019021222], [-0.9434552365433333, -1.2289141260660372], [-0.7200555352599224, -1.187455911028499], [-0.5987612110960072, -1.010883966814533], [-0.7476943452849478, -1.0385227768395586], [-0.9849134515808715, -1.0055144247826264]], "right_eye": [[0.47140953825160226, -0.9663454308282956], [0.7224480495600387, -1.073820349979698], [0.8713811837489793, -1.0461815399546726], [1.0809614800198775, -0.9302567578226643], [0.9320283458309369, -0.9578955678476897], [0.6948092395350133, -0.9248872157907574]], "top_lip": [[-0.8889687163587743, 0.5529139421693432], [-0.549644232943355, 0.3847918609359831], [-0.23795855955296108, 0.36560291389156363], [0.05990770882492012, 0.4208805339416145], [0.2971268151208437, 0.38787218188468237], [0.6694596505931952, 0.45696920694724597], [0.9535065139585638, 0.5867133940917671], [0.8790399468640934, 0.5728939890792544], [0.3439545721902886, 0.5506247210861357], [0.0460883038124074, 0.4953471010360848], [-0.19113080248351622, 0.528355453093017], [-0.814502149264304, 0.5667333471818559]], "bottom_lip": [[0.9535065139585638, 0.5867133940917671], [0.6610097876125892, 0.9175880145265805], [0.3216853041971699, 1.0857100957599404], [0.009999630806775961, 1.10489904280436], [-0.21340007047663495, 1.063440827766822], [-0.5719135009364736, 0.9198772356097878], [-0.8889687163587743, 0.5529139421693432], [-0.814502149264304, 0.5667333471818559], [-0.24640842253356707, 0.8262217214708981], [0.05145784584431412, 0.881499341520949], [0.2886769521402377, 0.8484909894640169], [0.8790399468640934, 0.5728939890792544]], "transform": {"center": [248.20833333333334, 90.68055555555556], "scale": 13.203410696193075, "angle": -0.18349120961794116}}, {"chin": [[-1.617020160071279, -0.8300283300650086], [-1.640710668897071, -0.407519556414437], [-1.6644011777228627, 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[1.223656865439236, -1.6031902738460397], [1.5474495790642182, -1.3307326025950632]], "nose_bridge": [[-0.24130157556365775, -1.1767274754730463], [-0.2602539826242913, -0.838720456552589], [-0.2744682879197664, -0.585215192362246], [-0.2886825932152415, -0.331709928171903]], "nose_tip": [[-0.47190040797094535, -0.08768086751187673], [-0.3921367550059894, 0.0015589889833959626], [-0.22313324554576075, 0.01103519251371271], [-0.054129736085532086, 0.020511396044029462], [0.20411362986996928, -0.04977605339060973]], "left_eye": [[-1.095795326395118, -1.0551049836644013], [-0.9220537151697309, -1.130130534864199], [-0.7530502057095022, -1.1206543313338821], [-0.5887847980144318, -1.026676373073451], [-0.762526409239819, -0.9516508218736536], [-0.9315299187000476, -0.9611270254039703]], "right_eye": [[0.4204981569817816, -0.8853173971614363], [0.5942397682071687, -0.9603429483612338], [0.8477450323975116, -0.9461286430657587], [1.012010440092582, -0.8521506848053277], [0.8430069306323532, -0.8616268883356444], [0.5895016664420103, -0.8758411936311196]], "top_lip": [[-0.678808731552441, 0.5788569667987211], [-0.5003290185618956, 0.41932966086880924], [-0.3313255091016669, 0.428805864399126], [-0.16232199964143829, 0.43828206792944274], [0.09118326454890469, 0.45249637322491787], [0.4244521817042036, 0.5559505350156657], [0.8422228535896168, 0.6641427985715719], [0.6732193441293882, 0.6546665950412551], [0.08170706101858793, 0.6214998826851466], [-0.17179820317175504, 0.6072855773896714], [-0.34080171263198367, 0.5978093738593546], [-0.5943069768223267, 0.5835950685638795]], "bottom_lip": [[0.8422228535896168, 0.6641427985715719], [0.4054997746435701, 0.893957553936123], [0.06275465395795443, 0.9595069016056038], [-0.10624885550227421, 0.9500306980752871], [-0.2752523649625029, 0.9405544945449703], [-0.5192814256225291, 0.7573366797892664], [-0.678808731552441, 0.5788569667987211], [-0.5943069768223267, 0.5835950685638795], [-0.35027791616230036, 0.7668128833195832], [-0.09677265197195746, 0.7810271886150584], [0.07223085748827118, 0.7905033921453751], [0.6732193441293882, 0.6546665950412551]], "transform": {"center": [567.625, 91.72222222222223], "scale": 11.81551459018456, "angle": -0.056012394714385905}}, {"chin": [[-1.8142388501738926, -0.7103567585987939], [-1.768512816428285, -0.22044323548050118], [-1.6411345288296288, 0.2618492820135236], [-1.603029500708289, 0.6701105512787675], [-1.4756512131096329, 1.1524030687727924], [-1.2818626829064637, 1.4637700729364516], [-0.8507383967684159, 1.6706218063742582], [-0.501266364483417, 1.8850945454363328], [-0.003731835740856393, 1.921020765543774], [0.4861816873774363, 1.8752947317981665], [0.9684742048714612, 1.74791644419951], [1.4431457167412178, 1.538885902747805], [1.7392707096563416, 1.1817928648385383], [1.946122443094148, 0.7506685787004905], [1.9896696688258573, 0.33478630381097874], [2.025595888933298, -0.16274822493158186], [2.0615221090407396, -0.6602827536741425]], "left_eyebrow": [[-1.607387116736086, -1.1414810447368415], [-1.4745666315270602, -1.4833320713975726], [-1.1631996273634009, -1.6771206016007418], [-0.754938358098157, -1.7152256297220814], [-0.41308733143742604, -1.5824051445130556]], "right_eyebrow": [[0.329403958864281, -1.5693419412784182], [0.6407709630279403, -1.7631304714815874], [1.1383054917705007, -1.7272042513741461], [1.480156518431232, -1.5943837661651203], [1.673945048634401, -1.283016762001461]], "nose_bridge": [[-0.040752282279623325, -1.1229756438918346], [-0.017889265406819538, -0.8780188823326882], [-0.07667850238706456, -0.625441115149274], [-0.04619447988999284, -0.29883209973707886]], "nose_tip": [[-0.423971726658165, 0.0658819437964559], [-0.2606672189520675, 0.050639932547920055], [-0.089741705621702, 0.11705017515243299], [0.15521505593744434, 0.0941871582796292], [0.3185195636435419, 0.07894514703109336]], "left_eye": [[-1.1762628305980383, -0.9346293112990347], [-1.0282003341404766, -1.1131758302536683], [-0.7832435725813303, -1.1360388471264722], [-0.523044799773648, -0.9955973562931781], [-0.7603805557085265, -0.8910820855673256], [-1.0053373172676727, -0.8682190686945219]], "right_eye": [[0.46440325208720523, -1.0053971699313446], [0.6941180023978157, -1.1915646945102458], [1.028348023434279, -1.1403964631542687], [1.2068945423889121, -0.9923339666967071], [0.9695587864540338, -0.8878186959708546], [0.7169810192706195, -0.9466079329510996]], "top_lip": [[-0.7788859565535334, 0.6755527488891371], [-0.5491712062429229, 0.4893852243102357], [-0.3042144446837766, 0.4665222074374319], [-0.051636677500362355, 0.525311444417677], [0.19332008405878398, 0.5024484275448732], [0.4382768456179304, 0.4795854106720694], [0.7801278722786613, 0.6124058958810952], [0.6984756184256126, 0.6200269015053631], [0.2085620953073198, 0.6657529352509707], [-0.03639466625182651, 0.6886159521237745], [-0.2889724334352408, 0.6298267151435295], [-0.6972337027004847, 0.667931743264869]], "bottom_lip": [[0.7801278722786613, 0.6124058958810952], [0.46876086811500206, 0.8061944260842645], [0.14215185270280692, 0.8366784485813362], [-0.10280490885633944, 0.85954146545414], [-0.27373042218670496, 0.793131222849627], [-0.5263081893701191, 0.734341985869382], [-0.7788859565535334, 0.6755527488891371], [-0.6972337027004847, 0.667931743264869], [-0.2889724334352408, 0.6298267151435295], [-0.04401567187609444, 0.6069636982707257], [0.11928883583000313, 0.5917216870221899], [0.6984756184256126, 0.6200269015053631]], "transform": {"center": [897.2222222222222, 97.68055555555556], "scale": 12.194060832994293, "angle": 0.0930652900702675}}, {"chin": [[-1.5951821405823876, -0.7626645304056091], [-1.5828379518006108, -0.2667799051736439], [-1.5014165578116645, 0.15650060377064387], [-1.419995163822718, 0.5797811127149316], [-1.267733109086348, 1.0012981661189657], [-1.044630393602554, 1.4210517639827458], [-0.7524504729115905, 1.7682012455588485], [-0.39119334701345726, 2.0427466108472734], [0.03561407301133822, 2.103006538353174], [0.45889458195562594, 2.0215851443642276], [0.9494888405668297, 1.7967189733401803], [1.2966383221429323, 1.5045390526492166], [1.7146284644664587, 1.2105956764179995], [1.9165697134672068, 0.7802613453126963], [2.1167475069277004, 0.27908635345996957], [2.1044033181459234, -0.2167982717719956], [2.092059129364147, -0.7126828970039608]], "left_eyebrow": [[-1.4658450078693173, -1.262076066718082], [-1.3329809640757395, -1.6198062815357075], [-1.0531452321665526, -1.7685414251915703], [-0.6989419284294346, -1.7773587028928395], [-0.3412117136118089, -1.644494659099261]], "right_eyebrow": [[0.2255135723675799, -1.6586023034212918], [0.5761899650241903, -1.8091009026174083], [1.001233929508732, -1.8196816358589312], [1.3607275998666113, -1.6159769313179293], [1.5112261990627276, -1.265300538661319]], "nose_bridge": [[-0.11810899812801516, -1.224741061235481], [-0.10929172042674604, -0.870537757498363], [-0.17307855901315433, -0.5854116589684148], [-0.1642612813118852, -0.23120835523129682]], "nose_tip": [[-0.5114107628879878, 0.060971565459666734], [-0.29712532510546324, 0.12652185958632883], [-0.08283988732293866, 0.19207215371299097], [0.12791863937907832, 0.1159411263448059], [0.3386771660810953, 0.03981009897662083]], "left_eye": [[-1.104587881971184, -0.9875307014296568], [-0.9664334715568447, -1.1327389340050116], [-0.7539114893145739, -1.1380293006257731], [-0.5378625959917952, -1.0016383457516875], [-0.7503845782340661, -0.996347979130926], [-0.9629065604763369, -0.9910576125101644]], "right_eye": [[0.4539066544721351, -1.026326723315241], [0.6629017256338983, -1.1732984114308496], [0.875423707876169, -1.178588778051611], [1.0914726011989477, -1.0421978231775255], [0.8789506189566767, -1.036907456556764], [0.666428636714406, -1.0316170899360024]], "top_lip": [[-0.7789023060153979, 0.7055913343474944], [-0.5681437793133809, 0.6294603069793093], [-0.2865445918639403, 0.5515658240708704], [-0.1430998148288393, 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0.024888127816916374}}]}
]
Raw
sketch.html
<head>
<style> body {padding: 0; margin: 0;} </style>
</head>
<body style="background-color:white">
<img src="same_pose.jpg" width="960" height="500"/><br>
Same Pose
<hr>
<img src="same_subject.jpg" width="960" height="500"/><br>
Same Subject
<p>
<a href="index.html">program</a>
</body>
Raw
system_runner.js
// recent work from my @VicUniWgtn 3rd year media design students that combines @nulhom's dlib face library with @p5xjs
var canvasWidth = 960;
var canvasHeight = 500;
var button;
var curRandomSeed;
var mainFace;
var faceImages = [];
var curFaceIndex = 0;
var curTrainIndex = 0;
var curValidIndex = 0;
var main_canvas;
var faceSelector;
var drawFaceCheckbox;
var faceGuideCheckbox;
var facePointsCheckbox;
var sliders = [];
var NUM_SLIDERS = 12;
var sliderTint;
var selfieData = []
var trainData = {}
var trainDataKeys = []
var trainValues = {}
var validData = {}
var validDataKeys = []
var faceMapping = null;
var loadedSelfieData = [];
function preload () {
loadedSelfieData = loadJSON('sample_images.json');
trainData = loadJSON('training_images.json');
trainValues = loadJSON('training_values.json');
validData = loadJSON('testing_images.json');
}
var allEmbeddingsTree;
var allEmbeddings = [];
var embeddingDimensions;
var curNeighbors = [];
function squaredDistance(a, b) {
var sum = 0;
var length = 128;
for(var i=0; i<128; i++) {
var diff = a[i] - b[i];
sum += diff * diff;
}
// print(a.length,diff);
// print(sum, a==b);
return sum;
}
var haveStarted = false;
function setup () {
var loadedSelfieDataArray = Object.values(loadedSelfieData);
Array.prototype.unshift.apply(selfieData, loadedSelfieDataArray);
// create the drawing canvas, save the canvas element
main_canvas = createCanvas(canvasWidth, canvasHeight);
main_canvas.parent('canvasContainer');
curRandomSeed = int(focusedRandom(0, 100));
mainFace = new Face();
littleFace = new Face();
for(var i=0; i<selfieData.length; i++) {
var data = selfieData[i];
data.image = loadImage(data.url);
}
trainDataKeys = Object.keys(trainData);
for(var i=0; i<trainDataKeys.length; i++) {
var curKey = trainDataKeys[i];
var data = trainData[curKey];
var curEmbedding = data.embedding[0];
if(curEmbedding.length == 128) {
curEmbedding.push(curKey);
allEmbeddings.push(curEmbedding);
}
else {
print("rejected embedding ", curEmbedding);
}
data.image = loadImage(data.url);
}
validDataKeys = Object.keys(validData);
for(var i=0; i<validDataKeys.length; i++) {
var curKey = validDataKeys[i];
var data = validData[curKey];
data.image = loadImage(data.url);
}
// print("Length: ", allEmbeddings.length);
// setup k-d tree
var N = allEmbeddings[0].length - 1;
embeddingDimensions = Array.apply(null, {length: N}).map(Number.call, Number);
// print(embeddingDimensions)
allEmbeddingsTree = new kdTree(allEmbeddings, squaredDistance, embeddingDimensions);
// print(allEmbeddingsTree)
faceSelector = createSelect();
faceSelector.option('Faces');
faceSelector.option('Train');
faceSelector.option('NearestNeighbors');
faceSelector.option('TrainingQuiz');
faceSelector.option('InterpolationQuiz');
faceSelector.value('Faces');
faceSelector.parent('selector1Container');
/* create the sliders */
for(i=1; i<=NUM_SLIDERS; i++) {
var slider = createSlider(0, 100, 50);
var parentStr = 'slider' + i + 'Container';
slider.parent(parentStr);
sliders.push(slider);
}
drawFaceCheckbox = createCheckbox('', true);
drawFaceCheckbox.parent('checkbox1Container');
faceGuideCheckbox = createCheckbox('', false);
faceGuideCheckbox.parent('checkbox2Container');
facePointsCheckbox = createCheckbox('', false);
facePointsCheckbox.parent('checkbox3Container');
sliderTint = createSlider(0, 100, 10);
sliderTint.parent("sliderTintContainer");
/* and the buttons */
var loadButton = createButton('load');
loadButton.mousePressed(loadCurrentSettings);
loadButton.parent('button1Container');
var interpButton = createButton('interpolate');
interpButton.mousePressed(interpolateCurrent);
interpButton.parent('button1Container');
var saveButton = createButton('save');
saveButton.mousePressed(saveCurrentSettings);
saveButton.parent('button2Container');
var getValuesButton = createButton('get values');
getValuesButton.mousePressed(getSingleJson);
getValuesButton.parent('button3Container');
var randButton = createButton('get all values');
randButton.mousePressed(getAllJson);
randButton.parent('button4Container');
updateSlidersForTraining();
// rotation in degrees
angleMode(DEGREES);
haveStarted = true;
}
function saveCurrentSettings() {
var curKey = trainDataKeys[curTrainIndex];
obj = mainFace.getProperties();
trainValues[curKey] = obj;
// for(var i=0; i<obj.length; i++) {
// trainData[curKey][i] = obj[i];
// }
var text = select('#output');
text.html("Storing values for " + curKey);
// getAllJson();
}
function getSingleJson() {
obj = mainFace.getProperties();
var text = select('#output');
var json = JSON.stringify(obj, null, 2);
text.html(json)
}
function getAllJson() {
obj = trainValues;
var text = select('#output');
var json = JSON.stringify(obj, null, 2);
// alert(json);
text.html(json)
}
// global variables for colors
var bg_color1 = [50, 50, 50];
var lastSwapTime = 0;
var millisPerSwap = 5000;
function changeRandomSeed() {
curRandomSeed = curRandomSeed + 1;
lastSwapTime = millis();
}
function mouseClicked() {
// changeRandomSeed();
}
var quiz_done = false;
var guessed_answer = 0;
function draw () {
var mode = faceSelector.value();
if(millis() > lastSwapTime + millisPerSwap) {
lastSwapTime = millis();
// changeRandomSeed();
}
resetFocusedRandom(curRandomSeed);
noStroke();
background(bg_color1);
var textDisplay = "unknown";
var params = [];
for(var i=0; i<NUM_SLIDERS; i++) {
params.push(sliders[i].value());
}
if (mode == 'Faces' || mode == 'FacePair' || mode == 'Train') {
var do_train = (mode == 'Train');
var is_face = (mode == 'Faces');
var show_face_guide = faceGuideCheckbox.checked();
var show_face_points = facePointsCheckbox.checked();
var do_draw_face = drawFaceCheckbox.checked();
if(do_train) {
// var keys = Object.keys(trainData);
var curKey = trainDataKeys[curTrainIndex];
var data = trainData[curKey];
}
else {
var data = selfieData[curFaceIndex];
}
// Displays the image at its actual size at point (0,0)
var img = data.image
if (is_face) {
x2 = 0;
y1 = 0;
x1 = 0;
var im_w = 960;
var im_h = 500;
var rect_w = 960;
var rect_h = 540;
image(img, x2, y1, im_w, im_h);
var is_face = true;
}
else {
var x1 = (width/4-400/2);
var x2 = (3*width/4-400/2);
var y1 = (height/2-400/2);
var rect_w = 400;
var rect_h = 400;
var im_w = 400;
var im_h = 400;
image(img, x1, y1, 400, 400);
var is_face = false;
}
if(do_train) {
if (curKey in trainValues) {
fill(0, 200, 0);
}
else {
fill(200, 0, 0);
}
ellipse(x1+400/2, y1+400+15, 10, 10);
}
noStroke();
var curSliderTintValue = sliderTint.value();
var overlayAlpha = map(curSliderTintValue, 0, 100, 255, 0);
fill(bg_color1[0], bg_color1[1], bg_color1[2], overlayAlpha);
rect(x2, y1, rect_w, rect_h);
stroke(0);
fill(255);
for(var i=0; i<data.landmarks.length; i++) {
// get array of face marker positions [x, y] format
var positions = data.landmarks[i];
var shifted_positions = JSON.parse(JSON.stringify(positions))
var data_mean = [0.0, 0.0];
var data_scale = 1.0;
var data_angle = 0.0;
if ('transform' in positions) {
data_mean = positions.transform.center;
data_scale = positions.transform.scale;
data_angle = positions.transform.angle;
delete shifted_positions.transform
}
var scale_x = im_w / img.width;
var scale_y = im_h / img.height;
push();
translate(x1, y1)
translate(scale_x*data_mean[0], scale_y*data_mean[1]);
scale(scale_x*data_scale, scale_y*data_scale);
rotate(degrees(data_angle));
stroke(0);
fill(255);
strokeWeight(1/data_scale);
Object.keys(positions).forEach(function(key) {
if (key=='transform') {
return;
}
var curSection = positions[key];
var shiftedSection = shifted_positions[key];
for (var i=0; i<curSection.length; i++) {
var cur_x = curSection[i][0];
var cur_y = curSection[i][1];
if (show_face_points) {
ellipse(cur_x, cur_y, 5/data_scale, 5/data_scale);
}
// get ready for drawing the face
shiftedSection[i][0] = cur_x;
shiftedSection[i][1] = cur_y;
}
});
noFill();
if(show_face_guide) {
stroke(0, 0, 255);
ellipse(0, 0, 4, 4);
line(0, -2, 0, 2);
line(-2, 0, 2, 0);
}
// ellipse(x1+data_mean[0], y1+data_mean[1], 4*data_scale, 4*data_scale);
// line(x1+data_mean[0], y1+data_mean[1]-2*data_scale, x1+data_mean[0], y1+data_mean[1]+2*data_scale);
pop();
var settings = params;
// interpolation
if ((typeof data.embedding !== 'undefined') &&
(data.embedding != null) &&
(data.embedding.length > i) &&
(data.embedding[i] != null) &&
(typeof data.embedding[i].length !== 'undefined') &&
(data.embedding[i].length == 128)) {
var curEmbedding = data.embedding[i];
results = getAverageSettingsFrom(curEmbedding);
trySettings = results[0];
if (typeof trySettings !== 'undefined') {
settings = trySettings;
// print("Using embedding ", i, results)
}
}
push();
translate(x2, y1)
translate(scale_x*data_mean[0], scale_y*data_mean[1]);
scale(scale_x*data_scale, scale_y*data_scale);
rotate(degrees(data_angle));
strokeWeight(1/data_scale);
mainFace.setProperties(settings);
if (do_draw_face) {
mainFace.draw(shifted_positions);
}
pop();
}
if(do_train) {
textDisplay = "Train: " + curKey;
}
else {
textDisplay = "";
}
}
else if (mode == 'NearestNeighbors') {
// var keys = Object.keys(trainData);
var curKey = trainDataKeys[curTrainIndex];
var data = trainData[curKey];
// Displays the image at its actual size at point (0,0)
var img = data.image
var x1 = (width/4-250/2);
var y1 = (height/3-250/2);
image(img, x1, y1, 250, 250);
if (curKey in trainValues) {
fill(0, 200, 0);
}
else {
fill(200, 0, 0);
}
ellipse(x1+250/2, y1+250+15, 10, 10);
var y2 = (3*height/4-80/2);
for(var i=0; i<4; i++) {
// var keys = Object.keys(trainData);
var curKey = curNeighbors[i];
var nearData = trainData[curKey];
// Displays the image at its actual size at point (0,0)
var img = nearData.image
var x2 = (width/4 - 200 + i*100);
image(img, x2, y2, 80, 80);
}
for(var i=0; i<1; i++) {
// get array of face marker positions [x, y] format
var positions = data.landmarks[i];
var shifted_positions = JSON.parse(JSON.stringify(positions))
var data_mean = [0.0, 0.0];
var data_scale = 1.0;
var data_angle = 0.0;
if ('transform' in positions) {
data_mean = positions.transform.center;
data_scale = positions.transform.scale;
data_angle = positions.transform.angle;
delete shifted_positions.transform
}
var scale_x = 400.0 / img.width;
var scale_y = 400.0 / img.height;
Object.keys(positions).forEach(function(key) {
if (key=='transform') {
return;
}
var curSection = positions[key];
var shiftedSection = shifted_positions[key];
for (var i=0; i<curSection.length; i++) {
var cur_x = curSection[i][0];
var cur_y = curSection[i][1];
// get ready for drawing the face
shiftedSection[i][0] = cur_x;
shiftedSection[i][1] = cur_y;
}
});
var scale_x = 250.0 / img.width;
var scale_y = 250.0 / img.height;
var x2 = (3*width/4-250/2);
push();
translate(x2, y1);
translate(scale_x*data_mean[0], scale_y*data_mean[1]);
scale(scale_x*data_scale, scale_y*data_scale);
rotate(degrees(data_angle));
strokeWeight(1/data_scale);
mainFace.setProperties(params);
mainFace.draw(shifted_positions);
pop();
var scale_x = 80.0 / img.width;
var scale_y = 80.0 / img.height;
for(var j=0; j<4; j++) {
// var keys = Object.keys(trainData);
var curKey = curNeighbors[j];
var x2 = (3*width/4 - 200 + j*100);
push();
translate(x2, y2);
if (curKey in trainValues) {
var settings = trainValues[curKey]
translate(scale_x*data_mean[0], scale_y*data_mean[1]);
scale(scale_x*data_scale, scale_y*data_scale);
rotate(degrees(data_angle));
strokeWeight(1/data_scale);
littleFace.setProperties(settings);
littleFace.draw(shifted_positions);
}
else {
noFill();
stroke(100);
rect(10, 10, 70, 70);
}
pop();
}
}
textDisplay = "Neighbors: " + trainDataKeys[curTrainIndex];
}
else if (mode == 'TrainingQuiz' || mode == 'InterpolationQuiz') {
var curKey = trainDataKeys[curTrainIndex];
var data = trainData[curKey];
var valid_mode = false;
if (mode == 'InterpolationQuiz') {
valid_mode = true;
curKey = validDataKeys[curValidIndex];
data = validData[curKey];
}
// Displays the image at its actual size at point (0,0)
var img = data.image
var x1 = (width/2-200/2);
var y1 = (height/3-300/2);
image(img, x1, y1, 200, 200);
if(valid_mode) {
fill(0, 0, 200);
}
else if (curKey in trainValues) {
fill(0, 200, 0);
}
else {
fill(200, 0, 0);
}
ellipse(x1+200/2, y1+200+15, 10, 10);
var y2 = (3*height/5-80/2);
var y3 = (4*height/5-80/2);
/*
for(var i=0; i<4; i++) {
// var keys = Object.keys(trainData);
var curKey = curNeighbors[i];
var nearData = trainData[curKey];
// Displays the image at its actual size at point (0,0)
var img = nearData.image
var x2 = (width/4 - 200 + i*100);
image(img, x2, y2, 80, 80);
}
*/
for(var i=0; i<1; i++) {
// get array of face marker positions [x, y] format
var positions = data.landmarks[i];
var shifted_positions = JSON.parse(JSON.stringify(positions))
var data_mean = [0.0, 0.0];
var data_scale = 1.0;
var data_angle = 0.0;
if ('transform' in positions) {
data_mean = positions.transform.center;
data_scale = positions.transform.scale;
data_angle = positions.transform.angle;
delete shifted_positions.transform
}
var scale_x = 400.0 / img.width;
var scale_y = 400.0 / img.height;
Object.keys(positions).forEach(function(key) {
if (key=='transform') {
return;
}
var curSection = positions[key];
var shiftedSection = shifted_positions[key];
for (var i=0; i<curSection.length; i++) {
var cur_x = curSection[i][0];
var cur_y = curSection[i][1];
// get ready for drawing the face
shiftedSection[i][0] = cur_x;
shiftedSection[i][1] = cur_y;
}
});
/*
var scale_x = 250.0 / img.width;
var scale_y = 250.0 / img.height;
var x2 = (3*width/4-250/2);
push();
translate(x2, y1);
translate(scale_x*data_mean[0], scale_y*data_mean[1]);
scale(scale_x*data_scale, scale_y*data_scale);
rotate(degrees(data_angle));
strokeWeight(1/data_scale);
mainFace.setProperties(params);
mainFace.draw(shifted_positions);
pop();
*/
var scale_x = 80.0 / img.width;
var scale_y = 80.0 / img.height;
var otherKeys = Object.keys(trainValues);
var index = otherKeys.indexOf(trainDataKeys[curTrainIndex]);
if(index >= 0) {
otherKeys.splice(index, 1);
}
var answerSlot = int(focusedRandom(0, 4));
var answerKeys = Array(4);
for(var j=0; j<4; j++) {
if(j == answerSlot) {
curKey = trainDataKeys[curTrainIndex];
}
else {
var guess = int(focusedRandom(0, otherKeys.length));
// if(otherKeys.length > j+2) {
// while(answerKeys.indexOf(guess) == -1) {
// guess = int(focusedRandom(0, otherKeys.length));
// }
// }
curKey = otherKeys[guess];
}
answerKeys[j] = curKey;
// print("Answer", j, " is ", curKey);
var x2 = (width/2 - 200 + j*100);
var settings = params;
if (valid_mode && j == answerSlot) {
var curEmbedding = data.embedding[0];
results = getAverageSettingsFrom(curEmbedding);
settings = results[0];
var validTrainKeys = results[1];
}
else if (curKey in trainValues) {
settings = trainValues[curKey];
}
push();
translate(x2, y2);
translate(scale_x*data_mean[0], scale_y*data_mean[1]);
scale(scale_x*data_scale, scale_y*data_scale);
rotate(degrees(data_angle));
strokeWeight(1/data_scale);
if (typeof settings !== 'undefined') {
littleFace.setProperties(settings);
}
littleFace.draw(shifted_positions);
pop();
if(quiz_done && guessed_answer == (j+1)) {
push();
translate(x2, y2);
noFill();
strokeWeight(4);
if(guessed_answer == (answerSlot+1)) {
stroke(0, 100, 0);
}
else {
stroke(100, 0, 0);
}
rect(-10, -10, 100, 100);
pop();
}
}
if(quiz_done) {
for(var j=0; j<4; j++) {
if (valid_mode && (answerSlot+1) == (j+1)) {
for(var k=0; k<4; k++) {
var curKey = validTrainKeys[k];
var nearData = trainData[curKey];
// Displays the image at its actual size at point (0,0)
var img = nearData.image
var x2 = (width/2 - 200 + j*100 + (k%2)*40);
var y4 = y3 + (int(k/2))*40;
image(img, x2, y4, 40, 40);
}
}
else {
var curKey = answerKeys[j];
var nearData = trainData[curKey];
// Displays the image at its actual size at point (0,0)
if (typeof nearData !== 'undefined') {
var img = nearData.image
var x2 = (width/2 - 200 + j*100);
image(img, x2, y3, 80, 80);
}
}
}
}
}
if(valid_mode) {
if(quiz_done) {
textDisplay = "InterpolationQuiz: hit spacebar to continue";
}
else {
textDisplay = "InterpolationQuiz: hit 1, 2, 3, or 4 to guess";
}
}
else {
if(quiz_done) {
textDisplay = "TrainingQuiz: hit spacebar to continue";
}
else {
textDisplay = "TrainingQuiz: hit 1, 2, 3, or 4 to guess";
}
}
}
fill(255);
textSize(32);
textAlign(CENTER);
text(textDisplay, width/2, height-12);
}
function keyTyped() {
if(!haveStarted) {
return;
}
var mode = faceSelector.value();
if (key == 'q' && mode != 'Faces') {
faceSelector.value('Faces');
}
else if (key == 'w' && mode != 'Train') {
faceSelector.value('Train');
}
else if (key == 'e' && mode != 'NearestNeighbors') {
faceSelector.value('NearestNeighbors');
}
else if (key == 'r' && mode != 'TrainingQuiz') {
faceSelector.value('TrainingQuiz');
}
else if (key == 't' && mode != 'InterpolationQuiz') {
faceSelector.value('InterpolationQuiz');
}
if (key == ' ' &&
(mode == 'TrainingQuiz' || mode == 'InterpolationQuiz') && quiz_done) {
quiz_done = false;
if(mode == 'TrainingQuiz') {
curTrainIndex = (curTrainIndex + 1) % trainDataKeys.length;
}
else {
curValidIndex = (curValidIndex + 1) % validDataKeys.length;
}
changeRandomSeed();
}
else if ((mode == 'TrainingQuiz' || mode == 'InterpolationQuiz') && quiz_done == false) {
if(key >= '1' && key <= '4') {
guessed_answer = key - '0';
quiz_done = true;
}
}
if (key == 's') {
saveCurrentSettings();
}
else if (key == 'i') {
interpolateCurrent();
}
else if (key == 'l') {
loadCurrentSettings();
}
if (key == '!') {
saveBlocksImages();
}
else if (key == '@') {
saveBlocksImages(true);
}
}
function interpolateCurrent() {
var curNeighborSettings = [];
for(var i=0; i<4; i++) {
neighborKey = curNeighbors[i]
if(neighborKey in trainValues) {
curNeighborSettings.push(trainValues[neighborKey]);
}
}
for(var i=0; i<NUM_SLIDERS; i++) {
sliders[i].value(50);
}
if(curNeighborSettings.length > 0) {
settings = curNeighborSettings[0];
for(var i=0; i<settings.length; i++) {
var sum = 0;
for(j=0; j<curNeighborSettings.length; j++) {
sum += curNeighborSettings[j][i];
}
var avg = int(sum / curNeighborSettings.length)
sliders[i].value(avg);
}
}
}
function loadCurrentSettings() {
var curKey = trainDataKeys[curTrainIndex];
for(var i=0; i<NUM_SLIDERS; i++) {
sliders[i].value(50);
}
if (curKey in trainValues) {
var settings = trainValues[curKey]
for(var i=0; i<settings.length; i++) {
sliders[i].value(settings[i]);
}
}
}
function updateSlidersForTraining() {
var mode = faceSelector.value();
var curKey = trainDataKeys[curTrainIndex];
// first find the closest neighbors
var nearest = allEmbeddingsTree.nearest(trainData[curKey].embedding[0], 5);
curNeighbors = [];
curNeighborSettings = [];
for(var i=0; i<5; i++) {
if(nearest[i][0][128] != curKey) {
var neighborKey = nearest[i][0][128];
curNeighbors.push(neighborKey);
if(neighborKey in trainValues) {
curNeighborSettings.push(trainValues[neighborKey]);
}
}
}
loadCurrentSettings();
// if(mode == 'NearestNeighbors') {
// interpolateCurrent();
// }
// else {
// loadCurrentSettings();
// }
}
function getAverageSettingsFrom(e) {
// first find the closest neighbors
var nearest = allEmbeddingsTree.nearest(e, 4);
curNeighbors = [];
curNeighborSettings = [];
for(var i=0; i<4; i++) {
var neighborKey = nearest[i][0][128];
curNeighbors.push(neighborKey);
if(neighborKey in trainValues) {
curNeighborSettings.push(trainValues[neighborKey]);
}
}
for(var i=0; i<4; i++) {
neighborKey = curNeighbors[i]
if(neighborKey in trainValues) {
curNeighborSettings.push(trainValues[neighborKey]);
}
}
var trainValueKeys = Object.keys(trainValues);
var props = trainValues[trainValueKeys[0]];
if(curNeighborSettings.length > 0) {
settings = curNeighborSettings[0];
for(var i=0; i<settings.length; i++) {
var sum = 0;
for(j=0; j<curNeighborSettings.length; j++) {
sum += curNeighborSettings[j][i];
}
var avg = int(sum / curNeighborSettings.length)
props[i] = avg;
}
}
return [props, curNeighbors];
}
function keyPressed() {
if(!haveStarted) {
return;
}
var mode = faceSelector.value();
if (mode == 'Faces') {
if (keyCode == LEFT_ARROW || keyCode == UP_ARROW) {
curFaceIndex = (curFaceIndex + selfieData.length - 1) % selfieData.length;
} else if (keyCode === RIGHT_ARROW || keyCode == DOWN_ARROW) {
curFaceIndex = (curFaceIndex + 1) % selfieData.length;
}
}
else if (mode == 'Train' || mode == 'NearestNeighbors') {
if (keyCode == LEFT_ARROW || keyCode == UP_ARROW) {
curTrainIndex = (curTrainIndex + trainDataKeys.length - 1) % trainDataKeys.length;
updateSlidersForTraining();
} else if (keyCode == RIGHT_ARROW || keyCode == DOWN_ARROW) {
curTrainIndex = (curTrainIndex + 1) % trainDataKeys.length;
updateSlidersForTraining();
}
}
}
Raw
testing_images.json
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Raw
training_images.json
This file has been truncated, but you can view the full file.
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