kykint / TELEGRAMBOT

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kykint
b44a19a2 1 parent 7686b8e2

Switch to google cloud vision for OCR 

Also separate text recognition code into a function
Inline Side-by-side
Showing 4 changed files with 485 additions and 39 deletions
......@@ -17,8 +17,9 @@ const languagedetect_api_url = 'https://openapi.naver.com/v1/papago/detectLangs'
const db = require('./db');
db.init();
// Tesseract module for image recognition
const tesseract = require('node-tesseract-ocr');
// Import Google Cloud client library and create a client
const vision = require('@google-cloud/vision');
const visionClient = new vision.ImageAnnotatorClient(config.gcloud);
// fs module for saving/removing image file upon/after recognition
const fs = require('fs');
......@@ -136,6 +137,50 @@ function translate(user, message) {
});
}
/**
* Detect and read text from an image file using Google Cloud Vision API.
*
* @param {*} fileId Telegram-provided file id of image to read text from
*/
function detectText(fileId) {
return new Promise(function (resolve, reject) {
// Download the image, which will later be deleted to avoid git detection
bot.downloadFile(fileId, '.').then(function (filePath) {
console.log('Image downloaded: ', filePath);
visionClient.documentTextDetection(filePath)
.then(function (result) {
const fullTextAnnotation = result[0].fullTextAnnotation;
const text = fullTextAnnotation.text;
console.log('Text detection result: ', text);
resolve(text);
// Delete the image
fs.unlink(filePath, function (error) {
if (error) {
console.log('Error deleting image: ', error);
} else {
console.log('Successfully deleted file ', filePath);
}
});
}).catch(function (error) {
console.log(error);
reject(error);
// Delete the image
fs.unlink(filePath, function (error) {
if (error) {
console.log('Error deleting image: ', error);
} else {
console.log('Successfully deleted file ', filePath);
}
});
});
});
});
}
// [Any normal message which is not a command (not starting with '/')]
bot.onText(/^(?!\/)((.|\n)+)/, (msg, match) => {
const user = msg.from;
......@@ -199,43 +244,16 @@ bot.on('photo', (msg) => {
const photo = msg.photo[msg.photo.length - 1]; // Choose largest image possible
const photoId = photo.file_id;
// Download the image, which will later be deleted to avoid git detection
bot.downloadFile(photoId, '.').then(function (filePath) {
console.log('Image downloaded: ', filePath);
// Begin tesseract OCR
tesseract.recognize(filePath).then(function (text) {
console.log('OCR result: ', text);
// Detect text from given image
detectText(photoId).then(function (text) {
// Translate the result
translate(user, text).then(function (result) {
// Send recognized text to user
bot.sendMessage(chatId, result);
// Delete the image
fs.unlink(filePath, function (error) {
if (error) {
console.log('Error deleting image: ', error);
} else {
console.log('Successfully deleted file ', filePath);
}
});
});
}).catch(function (error) {
// OCR failed
console.log('OCR error: ', error);
// Delete the image
fs.unlink(filePath, function (error) {
if (error) {
console.log('Error deleting image: ', error);
} else {
console.log('Successfully deleted file ', filePath);
}
});
});
}).catch(function (error) {
// Image download failed
console.log('Image download error: ', error);
// Text detection failed
console.log('Text detection error: ', error);
});
});
......
......@@ -10,5 +10,9 @@ module.exports = {
// https://developers.naver.com/apps/#/register
client_id: 'XXXXXXXXXXXXXXXXXXXX',
client_secret: 'XXXXXXXXXX'
},
gcloud: {
projectId: 'your_project_name',
keyFilename: '/path/to/your/keyfile.json'
}
}
......
......@@ -4,6 +4,127 @@
"lockfileVersion": 1,
"requires": true,
"dependencies": {
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"version": "1.0.0",
"resolved": "https://registry.npmjs.org/@google-cloud/promisify/-/promisify-1.0.0.tgz",
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},
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"requires": {
"@google-cloud/promisify": "^1.0.0",
"google-gax": "^1.0.0",
"is": "^3.2.1",
"lodash.merge": "^4.6.1",
"protobufjs": "^6.8.6"
}
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},
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},
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"requires": {
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}
},
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"resolved": "https://registry.npmjs.org/agent-base/-/agent-base-4.2.1.tgz",
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......@@ -24,6 +145,11 @@
"es-abstract": "^1.5.0"
}
},
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},
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"resolved": "https://registry.npmjs.org/asn1/-/asn1-0.2.4.tgz",
......@@ -52,6 +178,11 @@
"resolved": "https://registry.npmjs.org/aws4/-/aws4-1.8.0.tgz",
"integrity": "sha512-ReZxvNHIOv88FlT7rxcXIIC0fPt4KZqZbOlivyWtXLt8ESx84zd3kMC6iK5jVeS2qt+g7ftS7ye4fi06X5rtRQ=="
},
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},
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"version": "1.0.2",
"resolved": "https://registry.npmjs.org/bcrypt-pbkdf/-/bcrypt-pbkdf-1.0.2.tgz",
......@@ -60,6 +191,11 @@
"tweetnacl": "^0.14.3"
}
},
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......@@ -79,6 +215,11 @@
"resolved": "https://registry.npmjs.org/bson/-/bson-1.1.1.tgz",
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......@@ -131,6 +272,17 @@
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......@@ -140,6 +292,14 @@
"safer-buffer": "^2.1.0"
}
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......@@ -171,6 +331,24 @@
"is-symbol": "^1.0.2"
}
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......@@ -196,6 +374,11 @@
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......@@ -216,6 +399,26 @@
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......@@ -224,6 +427,81 @@
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......@@ -261,11 +539,25 @@
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