-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathapp.js
More file actions
430 lines (383 loc) · 10.8 KB
/
Copy pathapp.js
File metadata and controls
430 lines (383 loc) · 10.8 KB
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
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
var obj;
var wordArr = [];
var translatedText = "";
var reader = new FileReader();
var data;
var dataurl;
var imgResize;
var language;
var testObj = {};
function sendRequest(lan) {
language = lan;
console.log("Request has been sent.");
$("input.gsc-input").val("Select a word to search for image");
//OCR on photo
$.ajax({
type: "POST",
url: "https://vision.googleapis.com/v1/images:annotate?key=" + key,
data: JSON.stringify(data),
contentType: "application/json",
success: function(response) {
console.log(response[0]);
obj = response;
boundTextByWord(response);
// Test only
parseAnnotation(response);
}
});
//word selection click event handler
$(".container").click(function(e) {
var selectedWord = wordArr[e.target.id].description;
translate(selectedWord, language);
$("input.gsc-input").val(selectedWord);
$("button.gsc-search-button").click();
});
}
// Parse annotation from Google ORC API response
function parseAnnotation(response) {
var minPhraseChar = 2;
if (response["responses"][0]["fullTextAnnotation"]) {
var blocks =
response["responses"][0]["fullTextAnnotation"]["pages"][0]["blocks"];
var blockCount = blocks.length;
var fullText = [];
// Concat fullText from blocks
for (var i = 0; i < blockCount; i++) {
var paragraphs = blocks[i]["paragraphs"];
var paragraphCount = paragraphs.length;
var block = {};
var paragraphIndex = 0;
// Concat pharagraphs
for (var j = 0; j < paragraphCount; j++) {
words = paragraphs[j]["words"];
wordCount = words.length;
var paragraph = "";
// Concat sentence by words
for (var k = 0; k < wordCount; k++) {
symbols = words[k]["symbols"];
symbolCount = symbols.length;
var letters = [];
var word = "";
var lineBreak = false;
// Concat word by symbols
for (var f = 0; f < symbolCount; f++) {
var letter = symbols[f]["text"];
letters.push(letter);
if (symbols[f]["property"]) {
if (symbols[f]["property"]["detectedBreak"]) {
if (
symbols[f]["property"]["detectedBreak"]["type"] ==
"LINE_BREAK" ||
symbols[f]["property"]["detectedBreak"]["type"] ==
"EOL_SURE_SPACE"
) {
lineBreak = true;
}
}
}
}
word = letters.join("");
paragraph += word + " ";
if (lineBreak) {
var pureText = removeSpecialChar(paragraph);
if (pureText != "" && pureText != undefined) {
if (pureText.length >= minPhraseChar) {
block[paragraphIndex++] = pureText;
paragraph = "";
}
}
}
}
}
if (Object.keys(block).length != 0) {
fullText.push(block);
}
}
// console.log(response);
testObj = fullText;
}
}
// Create card objects
async function createCard(collection, byLine, targetLanguage) {
const parsedCollection = byLine ? lineByLine(collection) : collection;
const newCollection = parsedCollection.map(description => {
return {
description: description
};
});
const promises = newCollection.map(async item => {
// console.log("item 0: ", item[0]);
var numOfImageToSearch = 3;
item["images"] = await searchImage(
item["description"][0],
numOfImageToSearch
);
item["imageLabels"] = await getImageLabels(item["images"]);
item["isFood"] = hasFoodLabel(item["imageLabels"]);
const keys = Object.keys(item["description"]);
if (!item["isFood"]) {
const longDescription = keys
.map(key => {
return item["description"][key];
})
.join(" ");
console.log("Using longDescription:", longDescription);
item["images"] = await searchImage(longDescription, numOfImageToSearch);
item["imageLabels"] = await getImageLabels(item["images"]);
item["isFood"] = hasFoodLabel(item["imageLabels"]);
}
if (item["isFood"]) {
item["translation"] = {};
const translationPromises = keys.map(async key => {
item["translation"][key] = await translate(
item["description"][key],
targetLanguage
);
});
await Promise.all(translationPromises);
}
});
await Promise.all(promises);
return newCollection;
}
// Break into one object per line
function lineByLine(fullTextArr) {
newFullTextArr = [];
for (var i = 0; i < fullTextArr.length; i++) {
objKeys = Object.keys(fullTextArr[i]);
for (var j = 0; j < objKeys.length; j++) {
var newObj = {};
newObj[0] = fullTextArr[i][j];
newFullTextArr.push(newObj);
}
}
return newFullTextArr;
}
//function to upload image
function previewFile() {
//create preview image element
var preview = new Image();
preview.id = "uploadImg";
preview.alt = "Sorry please try again...";
$(".container").empty();
$(".container").append(preview);
// var preview = document.querySelector('#uploadImg');
var file = document.querySelector("input[type=file]").files[0];
//create trigger to load image
reader.addEventListener(
"load",
function() {
//create a temp image element as buffer
var img = new Image();
img.src = reader.result;
//resize image after it's fully loaded using canvas
img.onload = function() {
var width = 800;
var height = (img.height * width) / img.width;
var canvas = document.createElement("canvas");
var ctx = canvas.getContext("2d");
canvas.width = width;
canvas.height = height;
console.log("img has loaded");
ctx.drawImage(img, 0, 0, width, height);
dataurl = canvas.toDataURL("image/jpeg");
//display image
preview.src = dataurl;
//load into data for google vision api
data = {
requests: [
{
image: {
content: dataurl.slice(23)
},
features: [
{
type: "DOCUMENT_TEXT_DETECTION"
}
]
}
]
};
};
},
false
);
//read file when it's been uploaded
if (file) {
reader.readAsDataURL(file);
}
}
//make google translate API calls
async function translate(text, language) {
var translate = {
q: text,
target: language
};
const response = await $.ajax({
type: "POST",
url: "https://translation.googleapis.com/language/translate/v2?key=" + key,
data: JSON.stringify(translate),
contentType: "application/json"
});
return response.data.translations[0].translatedText;
}
// Google Image Search from API
async function searchImage(keyphrase, numOfResults) {
const response = await $.ajax({
type: "GET",
url:
"https://www.googleapis.com/customsearch/v1?key=" +
key +
"&cx=016534509464678393715:5ihrfh22yvg&q=" +
keyphrase +
"&searchType=image&num=" +
numOfResults
}).fail(function(request, status, error) {
console.log(error);
});
var imageURLs = [];
if (response.items) {
for (i = 0; i < response.items.length; i++) {
imageURLs.push(response.items[i].link);
}
}
return imageURLs;
}
// get image labels
async function getImageLabels(urls) {
var imageData = {
requests: []
};
for (i = 0; i < urls.length; i++) {
imageData.requests.push({
image: {
source: {
imageUri: urls[i]
}
},
features: [
{
type: "LABEL_DETECTION"
}
]
});
}
const response = await $.ajax({
type: "POST",
url: "https://vision.googleapis.com/v1/images:annotate?key=" + key,
data: JSON.stringify(imageData),
contentType: "application/json"
});
var collection = [];
if (response.responses) {
for (var i = 0; i < response.responses.length; i++) {
annotations = response.responses[i].labelAnnotations;
// console.log("annotations:", annotations);
labels = [];
if (annotations) {
for (j = 0; j < annotations.length; j++) {
// console.log(annotations[j].description);
labels.push(annotations[j].description);
}
}
collection.push(labels);
}
}
// console.log(collection);
return collection;
}
// check if it is food
function hasFoodLabel(collection) {
tolerance = 0.6;
var foodVote = 0;
for (var i = 0; i < collection.length; i++) {
hasFood = false;
for (var j = 0; j < collection[i].length; j++) {
var words = collection[i][j].split(" ");
for (var k = 0; k < words.length; k++) {
if (words[k] == "food" || words[k] == "foods") {
hasFood = true;
break;
}
}
if (hasFood) {
foodVote++;
break;
}
}
}
// console.log("foodVote:", foodVote, "collection total:", collection.length);
if (foodVote / collection.length >= tolerance) {
// console.log("Food");
return true;
} else {
// console.log("Not Food");
return false;
}
}
// Handle multiple food checking
function checkMultiple(arr) {
for (var i = 0; i < arr.length; i++) {
isFood(removeSpecialChar(arr[i]), i);
}
}
// Handle check food
async function isFood(imageURLs, index) {
const result = await getImageLabels(imageURLs).then(collection => {
if (collection) {
console.log(
"imageURLs",
imageURLs,
hasFoodLabel(collection),
"collection:",
collection
);
return hasFoodLabel(collection);
} else {
return false;
}
});
return result;
}
// bound text by word
function boundTextByWord(obj) {
wordArr = obj.responses[0].textAnnotations;
if (wordArr) {
for (i = 1; i < wordArr.length; i++) {
//skipping 0
var positionArr = wordArr[i].boundingPoly.vertices;
var x1 = positionArr[0].x;
var y1 = positionArr[0].y;
var x3 = positionArr[2].x;
var y3 = positionArr[2].y;
drawBox(x1, y1, x3, y3, i);
}
}
}
function boundTextByBlocks(obj) {
var blocksArr = obj.responses[0].fullTextAnnotation.pages[0].blocks;
for (i = 0; i < blocksArr.length; i++) {
var positionArr = blocksArr[i].boundingBox.vertices;
var x1 = positionArr[0].x;
var y1 = positionArr[0].y;
var x3 = positionArr[2].x;
var y3 = positionArr[2].y;
drawBox(x1, y1, x3, y3, i);
}
}
function drawBox(x1, y1, x3, y3, index) {
//create box element
var box = "<div class='box' id=" + index + "></div>";
$(".container").append(box);
//resize and position box
var width = x3 - x1;
var height = y3 - y1;
var top = y1;
var left = x1;
$("#" + index).css({
top: top,
left: left,
width: width,
height: height
});
}