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HTML

              
                <form action="">
	<p>Turn any image into emojis!</p>
	<div class="form-group">
		<div class="form-group-col">
			<label for="emoji_size">Emoji Size <span class="label-tip">(6&ndash;64px)</span></label>
			<input id="emoji_size" type="number" name="emoji_size" min="6" max="64" value="10" required>
		</div>
		<div class="form-group-col">
			<label for="img_upload">Upload Image</label>
			<input id="img_upload" type="file" name="img_upload" required>
		</div>
	</div>
	<button type="submit" disabled>Emojify!</button>
	<hr>
</form>
<canvas width="300" height="300" aria-label="Output"></canvas>
              
            
!

CSS

              
                * {
	border: 0;
	box-sizing: border-box;
	margin: 0;
	padding: 0;
}
:root {
	font-size: calc(16px + (24  - 16) * (100vw - 320px)/(1600 - 320));
}
body, button, input {
	color: #17181c;
	font: 1em/1.5 "Hind", sans-serif;
}
body {
	background: #e3e4e8;
	overflow: auto;
}
form {
	padding: 1.5em 0.75em 0 0.75em;
	max-width: 27em;
}
canvas, input, label {
	display: block;
}
canvas, form {
	margin: auto;
}
button, input {
	border: 0;
	-webkit-appearance: none;
	width: 100%;
}
label {
	font-weight: bold;
}
button, button:disabled:hover, button:disabled:active  {
	background: #255ff4;
}
button {
	border-radius: 0.375em;
	color: #fff;
	cursor: pointer;
	padding: 0.5em 1em;
	transition: background 0.15s linear;
}
button:disabled {
	cursor: not-allowed;
	opacity: 0.5;
}
button:hover {
	background: #0b46da;
}
input {
	margin-bottom: 0.75em;
	padding: 0.375em;
}
input[type=number] {
	border-radius: 0.2em;
	box-shadow: 0 0 0 1px #abafba inset;
	width: 4.5em;
}
button, hr, p {
	margin-bottom: 1.5em;
}
hr {
	border-top: 1px solid #abafba;
	margin-top: -1px;
}
.form-group {
	display: flex;
	flex-wrap: wrap;
}
.form-group-col {
	flex-basis: 100%;
}
.label-tip {
	color: #5c6270;
	font-weight: normal;
}
@media screen and (min-width: 481px) {
	button {
		width: auto;
	}
	.form-group-col {
		flex-basis: 50%;
	}
}
@media screen and (prefers-color-scheme: dark) {
	body, input {
		color: #e3e4e8;
	}
	body {
		background: #17181c;
	}
	input[type=number] {
		background: #2e3138;
		box-shadow: 0 0 0 1px #2e3138 inset;
	}
	hr {
		border-top: 1px solid #454954;
	}
	.label-tip {
		color: #8f95a3;
	}
}
              
            
!

JS

              
                window.addEventListener("load", app);
function app() {
	let canvas = document.getElementsByTagName("canvas")[0],
		form = document.getElementsByTagName("form")[0],
		emojiSize = document.getElementsByName("emoji_size")[0],
		imgUpload = document.getElementsByName("img_upload")[0],
		btn = document.getElementsByTagName("button")[0],
		c = canvas.getContext('2d'),
		W = 300,
		H = 300,
		S = 2,
		uploadFilename = "",
		img = null;

	c.fillStyle = "#c7cad1";
	c.fillRect(0,0,W,H);
	c.fillStyle = "#8f95a3";
	c.font = "28px Hind";
	c.textAlign = "center";
	c.textBaseline = "middle";
	c.fillText("Output",W / 2,H / 2);

	var emojiSet = function(hue,emojiLevelArrays){
			this.hue = hue;
			this.emojiLevelArrays = emojiLevelArrays;
		},
		emojiSets = [
			// lightness left-to-right, saturation top-to-bottom
			new emojiSet(0,[
				["๐Ÿ›ข","๐ŸฅŠ","๐ŸŒบ","๐Ÿง "],
				["๐Ÿฅ€","๐Ÿ’‹","โค๏ธ","๐Ÿ‘…"]
			]),
			new emojiSet(30,[
				["๐Ÿฆƒ","๐Ÿฟ","๐Ÿ•Œ","๐Ÿ‘"],
				["๐Ÿ’ฉ","๐Ÿฅจ","๐Ÿ˜ก","๐Ÿก"]
			]),
			new emojiSet(60,[
				["๐Ÿ“ป","๐Ÿ’ฐ","โšฑ๏ธ","๐Ÿ“œ"],
				["๐Ÿฅƒ","โ˜€๏ธ","๐Ÿ˜€","๐Ÿ "]
			]),
			new emojiSet(90,[
				["๐ŸŠ","๐Ÿข","๐Ÿ","๐Ÿ‘’"],
				["๐ŸŒฟ","๐ŸŒณ","๐Ÿคข","๐Ÿ"]
			]),
			new emojiSet(120,[
				["๐ŸŒฒ","๐ŸŠ","๐Ÿ”‹","๐Ÿ"],
				["๐ŸŒฒ","๐Ÿš›","๐Ÿธ","๐Ÿต"]
			]),
			new emojiSet(150,[
				["๐ŸงŸโ€โ™€๏ธ","๐ŸงŸโ€โ™€๏ธ","๐Ÿงค","๐Ÿ‘—"],
				["๐ŸŠ","๐Ÿ”‹","๐Ÿ“Ÿ","๐Ÿฅ’"]
			]),
			new emojiSet(180,[
				["๐Ÿ—ฃ","๐Ÿ‘ค","๐Ÿ‘•","๐Ÿค–"],
				["๐Ÿฆ•","๐Ÿณ","๐Ÿฆ‹","๐Ÿ’ง"]
			]),
			new emojiSet(210,[
				["๐ŸŒš","๐Ÿฆ•","๐ŸŒŽ","๐ŸŸ"],
				["๐Ÿ›ฐ","๐ŸŒ€","๐Ÿ”ต","๐ŸŒŽ"]
			]),
			new emojiSet(240,[
				["๐ŸŒ‘","๐Ÿ—ฃ","๐Ÿ‘ค","๐Ÿฆ"],
				["๐ŸŒ‘","๐ŸŒš","๐Ÿ‘–","๐ŸŒŒ"]
			]),
			new emojiSet(270,[
				["๐ŸŒ‚","๐Ÿง•","๐Ÿ‘พ","๐Ÿ”ฎ"],
				["๐Ÿ•บ","๐Ÿคทโ€โ™€๏ธ","๐Ÿ˜ˆ","๐Ÿฆ„"]
			]),
			new emojiSet(300,[
				["๐Ÿ†","๐Ÿ ","๐Ÿ‘š","๐Ÿ–"],
				["๐Ÿ“ฟ","๐Ÿ•บ","๐Ÿคฐ๐Ÿผ","๐Ÿฆ„"]
			]),
			new emojiSet(330,[
				["๐Ÿงžโ€โ™€๏ธ","๐Ÿ’—","๐ŸŽ€","๐Ÿ‘ฉโ€๐ŸŽค"],
				["๐Ÿ‡","๐Ÿงžโ€โ™€๏ธ","๐Ÿ’–","๐Ÿฉ"]
			])
		];

	var adjustCanvasSize = function() {
			// to prevent emojis at right and bottom edges from being cut off
			let imgW = img.width,
				imgH = img.height,

				_imgW = imgW % emojiSize.value,
				_imgH = imgH % emojiSize.value;

			imgW -= _imgW;
			imgH -= _imgH;

			canvas.width = imgW;
			canvas.height = imgH;

			c.drawImage(img,0,0,canvas.width,canvas.height);

			W = canvas.width;
			H = canvas.height;
		},
		handleImgUpload = function(e) {
			var reader = new FileReader();

			reader.onload = function(ev){
				img = new Image();
				img.onload = function(){
					adjustCanvasSize();
				}
				img.src = ev.target.result;
			}
			reader.readAsDataURL(e.target.files[0]);
		},
		emojifyImage = function(e) {
			// force invalid input to default for emoji size
			if (emojiSize.value < +emojiSize.min || isNaN(emojiSize.value)) {
				emojiSize.value = +emojiSize.min;

			} else if (emojiSize.value > +emojiSize.max) {
				emojiSize.value = +emojiSize.max;
			}

			btn.disabled = true;
			btn.innerHTML = "Emojifyingโ€ฆ";

			// prevent the emojified output from being emojified again
			if (uploadFilename == imgUpload.files[0].name) {
				c.clearRect(0,0,W,H);
				adjustCanvasSize();

			} else {
				uploadFilename = imgUpload.files[0].name;
			}
			
			setTimeout(function(){
				let imgData = c.getImageData(0,0,W,H),
					data = imgData.data,
					eSize = emojiSize.value;
				
				c.clearRect(0,0,W,H);

				c.font = eSize + "px serif";
				c.textAlign = "left";
				c.textBaseline = "top";
				
				for (var Yp = 0; Yp < H / eSize; ++Yp) {
					for (var Xp = 0; Xp < W / eSize; ++Xp) {
						// get average color of grouped pixels
						var rs = 0,
							gs = 0,
							bs = 0,
							as = 0;
						for (var yp = 0; yp < eSize; ++yp) {
							for (var xp = 0; xp < eSize * 4; xp += 4) {
								let moveYInPixel = yp * W * 4,
								    moveX = Xp * eSize * 4,
									moveY = Yp * W * eSize * 4,
									moveTo = moveYInPixel + moveX + moveY;
								
								rs += data[xp + moveTo]**2;
								gs += data[(xp + 1) + moveTo]**2;
								bs += data[(xp + 2) + moveTo]**2;
								as += data[(xp + 3) + moveTo]**2;
							}
						}
						let ar = Math.round( Math.sqrt(rs / (eSize**2)) ),
							ag = Math.round( Math.sqrt(gs / (eSize**2)) ),
							ab = Math.round( Math.sqrt(bs / (eSize**2)) ),
							aa = Math.round( Math.sqrt(as / (eSize**2)) );

						// for better matchmaking, convert RGB to HSL
						let _r = ar / 255,
							_g = ag / 255,
							_b = ab / 255,

							cmax = Math.max(_r,_g,_b),
							cmin = Math.min(_r,_g,_b),
							delta = cmax - cmin;

						var hue = 0,
							sat = 0,
							light = 0;

						// get hue
						if (delta == 0) {
							hue = 0;

						} else if (cmax == _r) {
							hue = ((_g - _b) / delta) % 6;

						} else if (cmax == _g) {
							hue = (_b - _r) / delta + 2;

						} else {
							hue = (_r - _g) / delta + 4;
						}
						hue = Math.round(hue * 60);

						if (hue < 0) {
							hue += 360;
						}

						// get lightness and saturation
						light = (cmax + cmin) / 2,
						sat = delta == 0 ? 0 : delta / (1 - Math.abs(2 * light - 1));

						sat = Math.round(sat * 100);
						light = Math.round(light * 100);

						// determine emoji closest to average color
						let filteredEmojis = emojiSets.filter(em => 
								Math.ceil(hue / 30) * 30 == em.hue
							),
							fltrResult = filteredEmojis.length ? filteredEmojis[0] : emojiSets[0],
							chosenEmoji = "";
						
						if (aa > 0) {
							if (light <= 0) {
								chosenEmoji = "๐Ÿ’ฃ";

							} else if (light >= 100) {
								chosenEmoji = "๐Ÿ‘ป";
								
							} else if (sat <= 0) {
								chosenEmoji = "๐Ÿ‘ฝ";

							} else {
								if (sat > 100) {
									sat = 100;
								}
								chosenEmoji = fltrResult.emojiLevelArrays[Math.ceil(sat / 50) - 1][Math.ceil(light / 25) - 1];
							}
						}

						c.fillText(
							chosenEmoji,
							eSize * (Xp % (W/eSize)),
							eSize * (Yp % (H/eSize)),
						);
					}
				}

				btn.disabled = false;
				btn.innerHTML = "Emojify!";

			}, 500);
			e.preventDefault();
		},
		validateForm = function(e) {
			if (imgUpload.files.length && 
				imgUpload.files[0].type.match("image.*") && 
				emojiSize.value >= +emojiSize.min && 
				!isNaN(emojiSize.value) && 
				emojiSize.value <= +emojiSize.max) {
				btn.disabled = false;

			} else {
				btn.disabled = true;
			}
		};
	form.addEventListener("submit",emojifyImage);
	emojiSize.addEventListener("change",validateForm);
	imgUpload.addEventListener("change",function(e){
		handleImgUpload(e);
		validateForm(e);
	});
}
              
            
!
999px

Console