Spaces:
Running
Running
File size: 9,887 Bytes
ecbc109 1375034 ecbc109 1375034 ecbc109 1375034 ecbc109 1375034 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 |
import { TrustMark } from './dist/index.js'
// ======================================================================
// Global variables
// ======================================================================
let MODE = 'Q' // TrustMark Available modes: C=compact, Q=quality, B=base
let ENCODING_TYPE = TrustMark.encoding.BCH_4
let WM_STRENGTH = 0.4;
let JPEG_QUALITY = 0.9;
// ======================================================================
// DOM Elements
// ======================================================================
let status_element = document.getElementById("status");
let result_element = document.getElementById("result");
let secret_element = document.getElementById('secret');
let image_container = document.getElementById("image_container");
let display_img = document.getElementById("display_img");
let residual_img = document.getElementById("residual_img");
let set_wm_strength_slider = document.getElementById("set_wm_strength");
let wm_strength = document.getElementById('wm_strength')
let encode_button = document.getElementById("encode_button");
let erase_button = document.getElementById("erase_button");
let model_type_toggle = document.getElementById("toggle");
let fileUpload = document.getElementById("upload");
let fileDownload = document.getElementById("download");
let tooltip = document.getElementById("tooltip");
let processing_element = document.getElementById('processing');
window.addEventListener('status', (event) => {
console.log(event.detail);
status_element.textContent = event.detail
});
wm_strength.textContent = WM_STRENGTH
let current_image;
let tm = new TrustMark({ verbose: false, model_type: MODE, encoding_type: ENCODING_TYPE })
showSpinner()
status_element.textContent = 'Loading models...'
await tm.loadModels()
status_element.textContent = 'Trustmark initialized.'
hideSpinner()
// ======================================================================
// UI functions
// ======================================================================
model_type_toggle.addEventListener("click", async b => {
if(model_type_toggle.checked===true){await tm.loadModels('P')};
if(model_type_toggle.checked===false){await tm.loadModels('Q')};
});
encode_button.addEventListener("click", async b => {
encode().catch(e => { console.error(e) });
});
erase_button.addEventListener("click", async b => {
erase().catch(e => { console.error(e) });
});
set_wm_strength_slider.addEventListener("input", b => {
WM_STRENGTH = parseInt(set_wm_strength_slider.value) / 10;
wm_strength.textContent = WM_STRENGTH
});
image_container.addEventListener("dragover", (event) => {
event.preventDefault();
image_container.style.backgroundColor = "#e5e7eb";
});
image_container.addEventListener("drop", async (event) => {
event.preventDefault()
image_container.style.backgroundColor = "unset";
tooltip.style.display = "none";
if (event.dataTransfer.files.length) {
let file = event.dataTransfer.files[0];
if (!file) return;
display_img.src = URL.createObjectURL(file);
current_image = {
url: display_img.src,
name: parseFilename(file.name).name,
extension: parseFilename(file.name).ext,
}
decode()
}
})
fileUpload.addEventListener("change", function (b) {
image_container.style.backgroundColor = "unset";
fileDownload.style.display = 'none';
tooltip.style.display = "none";
let file = b.target.files[0];
if (!file) return;
display_img.src = URL.createObjectURL(file);
current_image = {
url: display_img.src,
name: parseFilename(file.name).name,
extension: parseFilename(file.name).ext,
}
decode().catch(e => { console.error(e) });
});
window.decode_ex = (image) => {
display_img.src = image.src
current_image = {
url: image.src,
name: image.name,
extension: parseFilename(image.src).ext,
}
decode()
}
window.download = async (format) => {
let options;
if (format == "png") { options = { type: "image/png" } }
if (format == "jpeg") { options = { type: "image/jpeg", quality: JPEG_QUALITY } }
let download_link = document.createElement("a");
download_link.style.display = "none";
download_link.href = URL.createObjectURL(await current_image.canvas.convertToBlob(options))
download_link.download = current_image.name + current_image.filename_append + '.' + format;
status_element.appendChild(download_link);
download_link.click()
}
async function decode() {
// Clear UI
let ctx = residual_img.getContext("2d");
ctx.clearRect(0, 0, residual_img.width, residual_img.height);
fileDownload.style.display = 'none';
tooltip.style.display = "none";
status_element.textContent = 'Analysing for watermark...';
showSpinner()
let result = await tm.decode(current_image.url);
hideSpinner()
if (result.valid) {
result_element.textContent = '💦 Watermarked Image';
status_element.textContent = result.binary + '\nSCHEMA:' + result.schema
+ ' BITFLIPS:' + result.bitflips + ' HEX: ' + result.hex + ' ASCII: ' + result.ascii;
} else {
result_element.textContent = '🖼️ Input Image'
status_element.textContent = "No Watermark found"
}
}
async function encode() {
// Clear Residual
let ctx = residual_img.getContext("2d");
ctx.clearRect(0, 0, residual_img.width, residual_img.height);
let string_secret = secret_element.value;
if (!current_image) {
return;
}
current_image.url_backup = display_img.src;
// Random secret if empty
if (!string_secret) {
string_secret = toBinString(Array.from({ length: 68 }, () => Math.round(Math.random())));
secret_element.value = string_secret;
}
status_element.textContent = 'Injecting the watermark...';
showSpinner();
let result = await tm.encode(current_image.url, string_secret, WM_STRENGTH);
hideSpinner();
// Display Residual
let residual_data = new ImageData(result.residual, 256, 256);
ctx.putImageData(residual_data, 0, 0);
current_image.canvas = new OffscreenCanvas(result.width, result.height);
current_image.canvas_ctx = current_image.canvas.getContext("2d");
let display_data = new ImageData(result.stego, result.width, result.height);
current_image.canvas_ctx.putImageData(display_data, 0, 0);
display_img.src = current_image.url = URL.createObjectURL(await current_image.canvas.convertToBlob());
status_element.textContent = 'Verifying the watermark...';
showSpinner()
result = await tm.decode(current_image.url);
hideSpinner();
if (result.valid) {
if (string_secret == result.ascii || string_secret == result.binary) {
result_element.textContent = '💦 Watermarked Image';
status_element.textContent = result.binary + '\nSCHEMA:' + result.schema
+ ' BITFLIPS:' + result.bitflips + ' HEX: ' + result.hex + ' ASCII: ' + result.ascii;
current_image.filename_append = "_watermarked";
fileDownload.style.display = 'flex';
} else {
display_img.src = current_image.url = current_image.url_backup;
result_element.textContent = '🖼️ Input Image';
status_element.textContent = "Watermark secret mismatch, try to change the strength level";
}
} else {
display_img.src = current_image.url = current_image.url_backup;
result_element.textContent = '🖼️ Input Image';
status_element.textContent = "No Watermark found, try to change the strength level";
}
}
async function erase() {
let ctx = residual_img.getContext("2d");
ctx.clearRect(0, 0, residual_img.width, residual_img.height);
current_image.url_backup = display_img.src;
status_element.textContent = 'Erasing the watermark...'
showSpinner()
let result = await tm.encode(current_image.url, '', WM_STRENGTH, true);
hideSpinner()
// Display the residual
let residual_data = new ImageData(result.residual, 256, 256)
ctx.putImageData(residual_data, 0, 0);
// Display erased watermark image
current_image.canvas = new OffscreenCanvas(result.width, result.height)
current_image.canvas_ctx = current_image.canvas.getContext("2d");
let display_data = new ImageData(result.stego, result.width, result.height)
current_image.canvas_ctx.putImageData(display_data, 0, 0);
display_img.src = current_image.url = URL.createObjectURL(await current_image.canvas.convertToBlob())
status_element.textContent = 'Verifying...'
showSpinner()
result = await tm.decode(current_image.url)
hideSpinner()
if (result.valid) {
display_img.src = current_image.url = current_image.url_backup;
result_element.textContent = '💦 Watermarked Image';
status_element.textContent = "Watermark not erased, try to change the strength level";
} else {
result_element.textContent = '🖼️ Input Image';
status_element.textContent = "Watermark erased.";
current_image.filename_append = "_watermark_erased";
fileDownload.style.display = 'flex';
}
}
// ======================================================================
// Utils
// ======================================================================
function showSpinner() {
processing_element.style.display = 'block';
}
function hideSpinner() {
processing_element.style.display = 'none';
}
function parseFilename(filename) {
let ext = filename.split('.').pop();
return ({ name: filename.replace("." + ext, ''), ext: ext })
}
function toBinString(bin_array) {
let out = ""
for (let i = 0; i < bin_array.length; i++) {
out += bin_array[i];
}
return out;
}
|