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n.data&&0===n.data.indexOf(e)&&l(+n.data.slice(e.length))};t.addEventListener?t.addEventListener("message",n,!1):t.attachEvent("onmessage",n),r=function(n){t.postMessage(e+n,"*")}}():t.MessageChannel?function(){var t=new MessageChannel;t.port1.onmessage=function(t){l(t.data)},r=function(e){t.port2.postMessage(e)}}():a&&"onreadystatechange"in a.createElement("script")?function(){var t=a.documentElement;r=function(e){var n=a.createElement("script");n.onreadystatechange=function(){l(e),n.onreadystatechange=null,t.removeChild(n),n=null},t.appendChild(n)}}():r=function(t){setTimeout(l,0,t)},c.setImmediate=function(t){"function"!=typeof t&&(t=new Function(""+t));for(var e=new Array(arguments.length-1),n=0;n0&&i[i.length-1])&&(6===o[0]||2===o[0])){s=0;continue}if(3===o[0]&&(!i||o[1]>i[0]&&o[1] { + const image = new Image(); + image.addEventListener('load', () => { + this.image = image; + this.context.drawImage(image, 0, 0, this.width / 2, this.height); + resolve(); + }); + image.src = imageURI; + }); + } + + clear() { + this.context.clearRect(0, 0, this.width, this.height); + if (this.image) { + this.context.drawImage(this.image, 0, 0, this.width / 2, this.height); + } + } + + showImage() { + if (this.image) { + this.context.drawImage(this.image, 0, 0, this.width / 2, this.height); + } + } +} + +export default new Canvas(1000, 1000); diff --git a/docs/mona/src/app/js/core/Color.ts b/docs/mona/src/app/js/core/Color.ts new file mode 100644 index 0000000..faf2064 --- /dev/null +++ b/docs/mona/src/app/js/core/Color.ts @@ -0,0 +1,37 @@ +export default class Color { + public r: number; + public g: number; + public b: number; + public a: number; + + constructor(r: number, g: number, b: number, a: number) { + this.r = r; + this.g = g; + this.b = b; + this.a = a; + } + + static random(): Color { + const r = this.rand(0, 255); + const g = this.rand(0, 255); + const b = this.rand(0, 255); + const a = Math.random(); + return new Color(r, g, b, a); + } + + static rand(min: number, max: number) { + return Math.floor(Math.random() * (max - min)) + min; + } + + toRGBA() { + return `rgba(${this.r}, ${this.g}, ${this.b}, ${this.a})`; + } + + difference(color: Color) { + const dR = Math.abs(this.r - color.r) / 255; + const dG = Math.abs(this.g - color.g) / 255; + const dB = Math.abs(this.b - color.b) / 255; + const dA = Math.abs(this.a - color.a); + return ((dR + dG + dB + dA) * 100) / 4; + } +} diff --git a/docs/mona/src/app/js/main.ts b/docs/mona/src/app/js/main.ts new file mode 100755 index 0000000..c9e3ffd --- /dev/null +++ b/docs/mona/src/app/js/main.ts @@ -0,0 +1,105 @@ +import App from './utils/App'; +// @ts-ignore +import { Population, Blueprint, Gene, Chromosome, GenomeEvent, GenomeEventType } from 'genome.js'; +import Canvas from './core/Canvas'; +import Color from './core/Color'; + +const app = new App(); + +// @ts-ignore +app.isReady().then(async () => { + await Canvas.init('./assets/mona.jpg'); + + const blueprint = new Blueprint(); + blueprint.addConstant(Canvas.width / 2); + blueprint.addConstant(Canvas.height); + blueprint.add(20); + blueprint.add(256, 3); + + const population = new Population(3000, blueprint); + + population.setMutationRate(0.02); + population.setCutOff(0.5); + + population.setFitnessCalculation((genes: Gene[], constants: Gene[]) => { + let fitness = 1; + const x = Math.floor(constants[0].get()); + const y = Math.floor(constants[1].get()); + const radius = Math.floor(genes[0].get()) + 1; + const r = Math.floor(genes[1].get()); + const g = Math.floor(genes[2].get()); + const b = Math.floor(genes[3].get()); + // console.log(x - radius, y - radius, x + radius, y + radius); + // console.log(Canvas.width / 2, Canvas.height); + + const pixels = Canvas.context.getImageData(x - radius, y - radius, radius * 2, radius * 2).data; + const color = new Color(r, g, b, 255); + + for (let i = 0; i < pixels.length; i += 4) { + const pixelColor = new Color(pixels[i + 0], pixels[i + 1], pixels[i + 2], pixels[i + 3]); + if (color.difference(pixelColor) <= 5) { + fitness += 1; + } + } + return fitness; + }); + GenomeEvent.on(GenomeEventType.GENOME_EVENT_POPULATION_CREATED, (chromosomes: Chromosome[]) => { + chromosomes.map((chromosome: Chromosome) => { + console.log(chromosome.getGenes()[0].get()); + }); + }); + + GenomeEvent.on(GenomeEventType.GENOME_EVENT_GENERATION_BEGIN, (chromosomes: Chromosome[]) => { + const bestChromosome = chromosomes[0]; + Canvas.clear(); + + chromosomes.map((chromosome: Chromosome) => { + const genes = chromosome.getGenes(); + const constants = chromosome.getConstants(); + const x = Math.floor(constants[0].get()); + const y = Math.floor(constants[1].get()); + const radius = Math.floor(genes[0].get()) + 1; + const r = Math.floor(genes[1].get()); + const g = Math.floor(genes[2].get()); + const b = Math.floor(genes[3].get()); + + Canvas.context.beginPath(); + Canvas.context.fillStyle = `rgba(${r}, ${g}, ${b}, 1)`; + Canvas.context.arc(x + Canvas.width / 2, y, radius, 0, Math.PI * 2, true); + Canvas.context.fill(); + }); + Canvas.showImage(); + console.log(`Generation ${population.getGenerationNumber()} : ${bestChromosome.getFitness()}`); + }); + + GenomeEvent.on(GenomeEventType.GENOME_EVENT_GENERATION_FINISH, (chromosomes: Chromosome[]) => { + const bestChromosome = chromosomes[0]; + + const pixelsOriginal = Canvas.context.getImageData(0, 0, Canvas.width / 2, Canvas.height).data; + const pixelsGenetic = Canvas.context.getImageData(Canvas.width / 2, 0, Canvas.width, Canvas.height).data; + + let sumCorrectPixels = 0; + for (let i = 0; i < pixelsOriginal.length; i += 4) { + const pixelOriginal = new Color( + pixelsOriginal[i + 0], + pixelsOriginal[i + 1], + pixelsOriginal[i + 2], + pixelsOriginal[i + 3], + ); + const pixelGenetic = new Color( + pixelsGenetic[i + 0], + pixelsGenetic[i + 1], + pixelsGenetic[i + 2], + pixelsGenetic[i + 3], + ); + + if (pixelOriginal.difference(pixelGenetic) <= 5) { + sumCorrectPixels += 1; + } + } + + console.log(`Percentage: ${(sumCorrectPixels * 100) / ((Canvas.width / 2) * Canvas.height)}%`); + }); + + population.run(100); +}); diff --git a/docs/mona/src/app/js/utils/App.ts b/docs/mona/src/app/js/utils/App.ts new file mode 100755 index 0000000..b6451fd --- /dev/null +++ b/docs/mona/src/app/js/utils/App.ts @@ -0,0 +1,12 @@ +import '../../scss/app.scss'; +import * as Promise from 'bluebird'; + +export default class App { + isReady() { + return new Promise((resolve, reject) => { + document.addEventListener('readystatechange', () => { + if (document.readyState === 'complete') resolve(); + }); + }); + } +} diff --git a/docs/mona/src/app/scss/app.scss b/docs/mona/src/app/scss/app.scss new file mode 100755 index 0000000..3ad0ed3 --- /dev/null +++ b/docs/mona/src/app/scss/app.scss @@ -0,0 +1,10 @@ +* { + padding: 0; + margin: 0; + box-sizing: border-box; +} + +canvas { + height: 100%; + width: 100%; +} diff --git a/docs/mona/src/app/static/.gitkeep b/docs/mona/src/app/static/.gitkeep new file mode 100755 index 0000000..e69de29 diff --git a/docs/mona/src/app/static/mona.jpg b/docs/mona/src/app/static/mona.jpg new file mode 100644 index 0000000..fc43027 Binary files /dev/null and b/docs/mona/src/app/static/mona.jpg differ diff --git a/docs/mona/src/index.html b/docs/mona/src/index.html new file mode 100755 index 0000000..8a99c8b --- /dev/null +++ b/docs/mona/src/index.html @@ -0,0 +1,14 @@ + + + + + + + + Project + + + + + + \ No newline at end of file