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<label for="mask">Mask:</label>
<input type="file" id="mask" name="file" accept="image/*" />
<img src="https://s3-us-west-2.amazonaws.com/s.cdpn.io/697675/GAN_mask.png" id="maskImg" crossOrigin="anonymous" />
<br />
<label for="photo">Photo:</label>
<input type="file" id="photo" name="file" accept="image/*" />
<br clear="all" />
<img id="chromaImg" src="https://images-na.ssl-images-amazon.com/images/I/51Hykj55a2L._UX320_.jpg" crossOrigin="anonymous" />
<canvas id="chroma"></canvas>
<div class="pixi">
<div id="pixi"></div>
</div>
<details>
<ol>
<li><a href="//github.com/blueimp/JavaScript-Load-Image#demo">camera orient</a></li>
<li>pad/<a href="https://docs.opencv.org/3.0-beta/doc/py_tutorials/py_imgproc/py_contours/py_contour_features/py_contour_features.html#b-rotated-rectangle">orient face</a> => <a href="//github.com/opencv/opencv/tree/master/data/haarcascades">feature detection</a> => <a href="https://docs.opencv.org/2.4/modules/imgproc/doc/miscellaneous_transformations.html?highlight=grabcut#cv2.grabCut">GrabCut mask prep</a></li>
<li>GreenScreen/GrabCut</li>
<li><a href="https://docs.opencv.org/3.0-beta/modules/ximgproc/doc/superpixels.html">superpixels</a>/<a href="https://docs.opencv.org/3.0-beta/doc/py_tutorials/py_imgproc/py_contours/py_contours_more_functions/py_contours_more_functions.html#convexity-defects">segment bones</a></li>
<li><a href="https://bl.ocks.org/mbostock/3750558">mesh</a> or <a href="https://futurism.com/google-ai-surroundings-3d-model">mesh</a></li>
<li><a href="https://www.theverge.com/2016/12/20/14022958/ai-image-manipulation-creation-fakes-audio-video">mesh action (i.e. nod)</a></li>
</ol>
<pre><img style="float:left;height:6em;" src="https://s3-us-west-2.amazonaws.com/s.cdpn.io/697675/superpixel.png" />COLOR WHAT WHY
green top gravity
gray area group
yellow convex group
orange remove ux
</pre>
<pre>
STEP WHAT
+pad 1.5x
faceDetect faces
=> probable grabCut mask/Mat
grabCut alpha
========== ==========
bones findContours => convexHull (GROUPING)
?=> convexityDefects
?=> invert alpha mask/Mat
?=> threshold => fitLine cross-sections bitwise_not
========== ==========
facemask copyTo roi (seamlessClone)
-pad 1.5x => canvas => Pixi
</pre>
</details>
<p class="err" id="errorMessage"></p>
html,
body,
#pixi {
margin: 0;
padding: 0;
font-family: sans-serif;
}
.loading:before {
content: '◌';
font-size: 20rem;
text-align: center;
position: fixed;
z-index: 1;
top: 0;
left: 0;
width: 100%;
height: 100%;
animation: wait 1s infinite;
@keyframes wait {
50% {
opacity: 0;
}
}
}
label {
min-width: 3em;
display: inline-block;
margin: .25em;
}
#maskImg {
height: 3em;
float: left;
}
canvas {
background-image: url("data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAQAAAAECAYAAACp8Z5+AAAAIElEQVQYV2Nk+M/QwMDI0MAABYxgGkkQIoAkiBCACgIABm4HhEEa4PgAAAAASUVORK5CYII=");
}
#chroma {
cursor: pointer;
}
#chromaImg,
#chroma,
.pixi {
width: 33.3%;
height: auto;
float: left;
position: relative;
}
#pixi canvas {
position: absolute;
top: 0;
left: 0;
&+canvas {
opacity: .25
}
}
details {
clear: both;
}
let utils = new Utils('errorMessage');
utils.loadOpenCv(() => {
utils.createFileFromUrl('/haarcascade_frontalface_default.xml', 'https://raw.githubusercontent.com/opencv/opencv/master/data/haarcascades/haarcascade_frontalface_default.xml', faceDetect);
});
utils.loadImageToCanvas = function(url, cavansId) {
let img = document.getElementById(cavansId + "Img");
img.crossOrigin = "anonymous";
img.onload = function() {
if (cavansId == "mask") {
img.src = url;
return true;
}
let canvas = document.getElementById(cavansId);
let ctx = canvas.getContext("2d");
ctx.drawImage(img, 0, 0, img.width, img.height);
faceDetect();
};
img.src = url;
};
utils.addFileInputHandler('photo', 'chroma');
utils.addFileInputHandler('mask', 'mask');
//codepen.io/shshaw/details/JbrQrW
//faces' animation size not independent of overall grid size
let opts = {
image: document.getElementById('chroma').toDataURL("image/png"),
gravity: 0,
friction: 0.25,
bounce: 0.66,
pointsX: 80,
pointsY: 80,
renderCloth: true,
mouseInfluence: 25,
pinCorners: true,
OpenCV: {
faceSet: [],
source: document.getElementById('chromaImg'),
chroma: []
}
};
function faceDetect() {
console.log('faceDetect');
opts.OpenCV.faceSet = []; //reset storage
document.body.className = 'loading';
let src = cv.imread('chromaImg');
//search area expand (1/3)
const size = src.size(),
R = 0.5;
cv.copyMakeBorder(src, src, size.height*R, size.height*R, size.width*R, size.width*R, cv.BORDER_ISOLATED);
let gray = new cv.Mat();
cv.cvtColor(src, gray, cv.COLOR_RGBA2GRAY, 0);
let faces = new cv.RectVector();
let faceCascade = new cv.CascadeClassifier();
// load pre-trained classifiers (face detect)
faceCascade.load('haarcascade_frontalface_default.xml');
let minSize = new cv.Size(size.width/16, size.height/16),
maxSize = new cv.Size(size.width/2, size.height/2);//divide by R for total canvas
faceCascade.detectMultiScale(gray, faces, 1.1, 4, cv.CASCADE_DO_CANNY_PRUNING, minSize, maxSize);
let decal = cv.imread('maskImg');
let mask = new cv.Mat();
mask.setTo(new cv.Scalar(0, 0, 0));
for (let i = 0; i < faces.size(); ++i) {
let face = faces.get(i);
//search area expand 2/3
let faceUnBorder = faces.get(i);
faceUnBorder.x -= size.width*R;
faceUnBorder.y -= size.height*R;
faceUnBorder.rowColBind= [];
opts.OpenCV.faceSet.push(faceUnBorder);
let roiGray = gray.roi(face);
let roiSrc = src.roi(face);
let point1 = new cv.Point(face.x, face.y);
let point2 = new cv.Point(face.x + face.width, face.y + face.height);
//cv.rectangle(src, point1, point2, [255, 0, 0, 255]);
//facemask
let mskWH = [point2.x - point1.x, point2.y - point1.y];
cv.resize(decal, decal, new cv.Size(mskWH[0], mskWH[1]),0,0,cv.INTER_NEAREST);
let mskRoi = src.roi(new cv.Rect(point1.x, point1.y, mskWH[0], mskWH[1]));
//mask alpha
let alpha = new cv.Mat();
cv.cvtColor(decal, alpha, cv.COLOR_BGR2GRAY);
cv.threshold(alpha, alpha, 0, 255, cv.THRESH_BINARY);
decal.copyTo(mskRoi, alpha);
alpha.delete();
roiGray.delete();
roiSrc.delete();
}
//search area contract (3/3)
let rect = new cv.Rect(size.width*R, size.height*R, size.width, size.height);
src = src.roi(rect);
cv.imshow('chroma', src);
src.delete();
gray.delete();
faceCascade.delete();
faces.delete();
grabCut();
}
function grabCut() {
console.log('grabCut');
var hits = [];
let src = cv.imread('chroma');
// probable mask from face zones
//answers.opencv.org/question/132163/grabcut-mask-values/
cv.cvtColor(src, src, cv.COLOR_RGBA2RGB, 0);
let mask = new cv.Mat.zeros(src.size(), cv.CV_8UC1);
const srcW = src.size().width,
srcH = src.size().height,
D = canvas.width*0.1;
let GC = {
BGD: new cv.Scalar(cv.GC_BGD),
FGD: new cv.Scalar(cv.GC_FGD),
PR_BGD: new cv.Scalar(cv.GC_PR_BGD),
PR_FGD: new cv.Scalar(cv.GC_PR_FGD),
GreenScreen: function(i,j){
if (src.ucharPtr(i, j)[0] < 48 &&
src.ucharPtr(i, j)[1] > 224 &&
src.ucharPtr(i, j)[2] < 48) {
return true;
}
}
};
//helper rects
let GC_PR = [new cv.Point(0, 0), new cv.Point(srcW, srcH)];
cv.rectangle(mask, GC_PR[0], GC_PR[1], GC.PR_FGD, -1, 4, 0);
cv.rectangle(mask, GC_PR[0], GC_PR[1], GC.PR_BGD, D * 2, 4, 0);
//corners background?
cv.circle(mask, new cv.Point(0, 0), D*2, GC.PR_BGD, -1, 4, 0);
cv.circle(mask, new cv.Point(srcW, 0), D*2, GC.PR_BGD, -1, 4, 0);
cv.circle(mask, new cv.Point(0, srcH), D*2, GC.PR_BGD, -1, 4, 0);
cv.circle(mask, new cv.Point(srcW, srcH), D*2, GC.PR_BGD, -1, 4, 0);
//greenscreen?
for (let i = 0; i < src.rows; i+=3) {
for (let j = 0; j < src.cols; j+=3) {
if (GC.GreenScreen(i,j)) {
mask.ucharPtr(i, j)[0] = GC.PR_BGD;
}
}
}
let faces = opts.OpenCV.faceSet;
for (let i = 0; i < faces.length; ++i) {
//face zone classify
let pt = faces[i];
let GC_PR = [new cv.Point(pt.x, pt.y-(pt.height/3)),
new cv.Point(pt.x+pt.width, pt.y+(pt.height*3))];
let GC = [new cv.Point(pt.x+(pt.width/3), pt.y),
new cv.Point(pt.x+pt.width-(pt.width/3), pt.y+(pt.height*3)/*3 head-heights, unless no body*/)];
cv.rectangle(mask, GC_PR[0], GC_PR[1], new cv.Scalar(cv.GC_PR_FGD), -1, 4, 0);
cv.rectangle(mask, GC[0], GC[1], new cv.Scalar(cv.GC_FGD), -1, 4, 0);
}
let bgdModel = new cv.Mat();
let fgdModel = new cv.Mat();
let rect = new cv.Rect(D, D, srcW, srcH);
cv.grabCut(src, mask, rect, bgdModel, fgdModel, 2, cv.GC_INIT_WITH_MASK);
// draw grab rect
//let point1 = new cv.Point(rect.x, rect.y);
//let point2 = new cv.Point(rect.x + rect.width, rect.y + rect.height);
//cv.rectangle(src, point1, point2, new cv.Scalar(0, 0, 255));
// foreground
cv.cvtColor(src, src, cv.COLOR_RGB2RGBA);
for (let i = 0; i < src.rows; i++) {
hits[i] = [];
for (let j = 0; j < src.cols; j++) {
if (mask.ucharPtr(i, j)[0] === 0 || mask.ucharPtr(i, j)[0] === 2) {
src.ucharPtr(i, j)[0] = 0;
src.ucharPtr(i, j)[1] = 255;
src.ucharPtr(i, j)[2] = 0;
}
}
}
var spaceX = src.rows / opts.pointsY;
var spaceY = src.cols / opts.pointsX;
function alphaPointTest(i, j, opacity) {
if (i % spaceX < 1 && j % spaceY < 1) {
hits[i].push(opacity);
}
}
var promise = new Promise(function(resolve, reject) {
// background chroma to transparent
for (let i = 0; i < src.rows; i++) {
for (let j = 0; j < src.cols; j++) {
if (src.ucharPtr(i, j)[1] == 255) {
src.ucharPtr(i, j)[3] = 0;
alphaPointTest(i, j, 0);
} else {
alphaPointTest(i, j, 1);
}
}
}
cv.imshow('chroma', src);
src.delete();
mask.delete();
bgdModel.delete();
fgdModel.delete();
opts.OpenCV.chroma = hits.filter(function(el) {
return el.length != 0;
});
resolve('GrabCut => Pixi');
});
promise.then(function(value) {
pointActive();
loadTexture();
console.log(value);
// expected output: "GrabCut => Pixi"
});
}
function pinEdge(rc) {
if (rc[0] <= 1 || rc[1] <= 1 ||
rc[0] >= opts.pointsX - 2 || rc[1] >= opts.pointsY - 2) {
console.log('edge');
return true;
}
return false;
}
//PIXI.js
var PixiDiv = document.getElementById("pixi");
let mesh;
let cloth;
let spacingX = 1;
let spacingY = 1;
let accuracy = 1;
let canvas = document.createElement('canvas');
let ctx = canvas.getContext('2d');
PixiDiv.appendChild(canvas);
let mouse = {
down: false,
x: 0,
y: 0,
px: 0,
py: 1
};
/*////////////////////////////////////////*/
let stage = new PIXI.Container();
let renderer = PIXI.autoDetectRenderer(opts.OpenCV.source.width, opts.OpenCV.source.height, {
transparent: true
});
PixiDiv.insertBefore(renderer.view, canvas);
renderer.render(stage);
canvas.width = renderer.width;
canvas.height = renderer.height;
/*////////////////////////////////////////*/
function loadTexture() {
opts.image = document.getElementById('chroma').toDataURL("image/png");
if (cloth != undefined || mesh != undefined) {
mesh.destroy(true);
delete cloth.points;
renderer.resize(opts.OpenCV.source.width, opts.OpenCV.source.height);
canvas.width = opts.OpenCV.source.width;
canvas.height = opts.OpenCV.source.height;
console.log(opts.OpenCV.faceSet);
}
console.log('loading texture', opts.image);
document.body.className = 'loading';
let texture = new PIXI.Texture.fromImage(opts.image);
if (!texture.requiresUpdate) {
texture.update();
}
texture.on('error', function() {
console.error('AGH!');
});
texture.on('update', function() {
document.body.className = '';
console.log('texture loaded');
if (mesh) {
stage.removeChild(mesh);
}
mesh = new PIXI.mesh.Plane(this, opts.pointsX, opts.pointsY);
mesh.width = this.width;
mesh.height = this.height;
spacingX = mesh.width / (opts.pointsX - 1);
spacingY = mesh.height / (opts.pointsY - 1);
cloth = new Cloth(opts.pointsX - 1, opts.pointsY - 1, !opts.pinCorners);
stage.addChild(mesh);
var clothPoints = new Promise(function(resolve, reject) {
for (var i = 0; i < cloth.points.length; i++) {
let point = cloth.points[i];
let rc = point.rowCol;
if (point && point.chroma === 0) {
//dont pin for freefloating
//point.pinX = point.x;
//point.pinY = point.y;
//expand img zone 2pt for less pinching
if (pinEdge(rc) ||
!point.pinX && !point.pinY &&
opts.OpenCV.chroma[rc[1]][rc[0] + 2] === 0 &&
opts.OpenCV.chroma[rc[1]][rc[0] - 2] === 0 &&
opts.OpenCV.chroma[rc[1] + 2][rc[0]] === 0 &&
opts.OpenCV.chroma[rc[1] - 2][rc[0]] === 0) {
delete cloth.points[i];
}
}
}
console.log(opts.OpenCV.chroma);
resolve('Pixi => animate');
});
clothPoints.then(function(value) {
update();
pointMove();
console.log(value);
// expected output: "Pixi => animate"
});
});
}
function update() {
requestAnimationFrame(update);
ctx.clearRect(0, 0, canvas.width, canvas.height);
if (cloth) {
cloth.update(0.016);
}
renderer.render(stage);
}
/*////////////////////////////////////////*/
class Point {
constructor(x, y) {
this.x = x;
this.y = y;
this.px = x;
this.py = y;
this.vx = 0;
this.vy = 0;
this.pinX = null;
this.pinY = null;
this.constraints = [];
}
update(delta) {
if (this.pinX && this.pinY) return this;
if (mouse.down) {
let dx = this.x - mouse.x;
let dy = this.y - mouse.y;
let dist = Math.sqrt(dx * dx + dy * dy);
if (mouse.button === 1 && dist < opts.mouseInfluence) {
this.px = this.x - (mouse.x - mouse.px);
this.py = this.y - (mouse.y - mouse.py);
} else if (dist < mouse.cut) {
this.constraints = [];
}
}
this.addForce(0, opts.gravity);
let nx = this.x + (this.x - this.px) * opts.friction + this.vx * delta;
let ny = this.y + (this.y - this.py) * opts.friction + this.vy * delta;
this.px = this.x;
this.py = this.y;
this.x = nx;
this.y = ny;
this.vy = this.vx = 0;
if (this.x >= canvas.width) {
this.px = canvas.width + (canvas.width - this.px) * opts.bounce;
this.x = canvas.width;
} else if (this.x <= 0) {
this.px *= -1 * opts.bounce;
this.x = 0;
}
if (this.y >= canvas.height) {
this.py = canvas.height + (canvas.height - this.py) * opts.bounce;
this.y = canvas.height;
} else if (this.y <= 0) {
this.py *= -1 * opts.bounce;
this.y = 0;
}
return this;
}
draw() {
let i = this.constraints.length;
while (i--) this.constraints[i].draw();
}
resolve() {
if (this.pinX && this.pinY) {
this.x = this.pinX;
this.y = this.pinY;
return;
}
this.constraints.forEach((constraint) => constraint.resolve());
}
attach(point) {
this.constraints.push(new Constraint(this, point));
}
free(constraint) {
this.constraints.splice(this.constraints.indexOf(constraint), 1);
}
addForce(x, y) {
this.vx += x;
this.vy += y;
}
pin(pinx, piny) {
this.pinX = pinx;
this.pinY = piny;
}
unpin() {
this.pinX = null;
this.pinY = null;
}
}
/*////////////////////////////////////////*/
class Constraint {
constructor(p1, p2, length) {
this.p1 = p1;
this.p2 = p2;
this.length = length || spacingX;
}
resolve() {
let dx = this.p1.x - this.p2.x;
let dy = this.p1.y - this.p2.y;
let dist = Math.sqrt(dx * dx + dy * dy);
if (dist < this.length) return;
let diff = (this.length - dist) / dist;
//if (dist > tearDist) this.p1.free(this)
let mul = diff * 0.025 * (1 - this.length / dist); //non-square ratio unpinned/deleted multiple less
let px = dx * mul;
let py = dy * mul;
!this.p1.pinX && (this.p1.x += px);
!this.p1.pinY && (this.p1.y += py);
!this.p2.pinX && (this.p2.x -= px);
!this.p2.pinY && (this.p2.y -= py);
return this;
}
draw() {
ctx.moveTo(this.p1.x, this.p1.y);
ctx.lineTo(this.p2.x, this.p2.y);
}
}
/*////////////////////////////////////////*/
class Cloth {
constructor(clothX, clothY, free) {
this.points = [];
let startX = canvas.width / 2 - clothX * spacingX / 2;
let startY = 1;
for (let y = 0; y <= clothY; y++) {
for (let x = 0; x <= clothX; x++) {
let point = new Point(
startX + x * spacingX /* - (spacingX * Math.sin(y) )*/ ,
y * spacingY + startY /*+ ( y !== 0 ? 5 * Math.cos(x) : 0 )*/
);
//opencv chroma for grid cleanup
point.chroma = opts.OpenCV.chroma[y] ? opts.OpenCV.chroma[y][x] : 0;
point.rowCol = [x, y];
for (var i = 0; i < opts.OpenCV.faceSet.length; i++) {
let rcF = opts.OpenCV.faceSet[i].rowCol,
rcP = point.rowCol;
//expand mesh range to animate
if (((rcP[0] >= rcF[0] - 6 && rcP[0] <= rcF[0] - 3) ||
(rcP[0] >= rcF[0] + 3 && rcP[0] <= rcF[0] + 6))
&&
(rcP[1] >= rcF[1] - 4 && rcP[1] <= rcF[1] - 2)) {
point.active = true;
opts.OpenCV.faceSet[i].rowColBind.push(point);
}
}
!free && /* y === 0 */ pinEdge(point.rowCol) && point.pin(point.x, point.y);
x !== 0 && point.attach(this.points[this.points.length - 1]);
y !== 0 && point.attach(this.points[x + (y - 1) * (clothX + 1)]);
this.points.push(point);
}
}
console.log(this.points);
}
update(delta) {
let i = accuracy;
while (i--) {
this.points.forEach((point) => {
point.resolve();
});
}
ctx.beginPath();
this.points.forEach((point, i) => {
point.update(delta * delta);
if (opts.renderCloth) {
point.draw();
}
if (mesh) {
i *= 2;
mesh.vertices[i] = point.x;
mesh.vertices[i + 1] = point.y;
}
});
ctx.stroke();
}
}
function pointerMove(e) {
e.preventDefault()
var elRect = e.target.getBoundingClientRect();
var offX = elRect.left,
offY = elRect.top;
let pointer = e.touches ? e.touches[0] : e;
mouse.px = mouse.x || pointer.clientX;
mouse.py = mouse.y || pointer.clientY;
mouse.x = pointer.clientX - offX;
mouse.y = pointer.clientY - offY;
}
function pointerDown(e) {
e.preventDefault()
mouse.down = true;
mouse.button = 1;
pointerMove(e);
}
function pointerUp(e) {
mouse.down = false;
mouse.px = null;
mouse.py = null;
console.log('pointer up');
}
PixiDiv.addEventListener('mousedown', pointerDown);
PixiDiv.addEventListener('touchstart', pointerDown);
PixiDiv.addEventListener('mousemove', pointerMove);
PixiDiv.addEventListener('touchmove', pointerMove);
PixiDiv.addEventListener('mouseup', pointerUp);
PixiDiv.addEventListener('touchend', pointerUp);
PixiDiv.addEventListener('mouseleave', pointerUp);
function pointActive() {
Object.keys(opts.OpenCV.faceSet).some(function(key) {
var face = opts.OpenCV.faceSet[key],
midXY = [face.x + (face.width / 2),
face.y + (face.height / 2)
],
midPrc = [midXY[0] / canvas.width,
midXY[1] / canvas.height
];
opts.OpenCV.faceSet[key].rowCol =
[Math.round(opts.pointsX * midPrc[0]),
Math.round(opts.pointsY * midPrc[1])];
});
}
function pointMove() {
let faceSet = opts.OpenCV.faceSet;
movePt = setTimeout(function() {
clearTimeout(movePt);
for (var i = 0; i < faceSet.length; i++) {
let bindPoint = faceSet[i].rowColBind;
//console.log(bindPoint);
for (var j = 0; j < bindPoint.length; j++) {
bindPoint[j].y -= (canvas.height/opts.pointsY);
}
}
}, 1000);
}
Also see: Tab Triggers