/** * @author n1474335 [n1474335@gmail.com] * @author mshwed [m@ttshwed.com] * @author Matt C [me@mitt.dev] * @copyright Crown Copyright 2019 * @license Apache-2.0 */ import Operation from "../Operation.mjs"; import OperationError from "../errors/OperationError.mjs"; import { isImage } from "../lib/FileType.mjs"; import { toBase64 } from "../lib/Base64.mjs"; import { isWorkerEnvironment } from "../Utils.mjs"; import { createWorker } from "tesseract.js"; /** * Optical Character Recognition operation */ class OpticalCharacterRecognition extends Operation { /** * OpticalCharacterRecognition constructor */ constructor() { super(); this.name = "Optical Character Recognition"; this.module = "OCR"; this.description = "Optical character recognition or optical character reader (OCR) is the mechanical or electronic conversion of images of typed, handwritten or printed text into machine-encoded text.

Supported image formats: png, jpg, bmp, pbm."; this.infoURL = "https://wikipedia.org/wiki/Optical_character_recognition"; this.inputType = "ArrayBuffer"; this.outputType = "string"; this.args = [ { name: "Show confidence", type: "boolean", value: true }, { name: "Language", type: "editableOptionShort", value: [ { name: "Afrikaans", value: "afr" }, { name: "Arabic", value: "ara" }, { name: "Azerbaijani", value: "aze" }, { name: "Belarusian", value: "bel" }, { name: "Bengali", value: "ben" }, { name: "Bulgarian", value: "bul" }, { name: "Catalan", value: "cat" }, { name: "Czech", value: "ces" }, { name: "Chinese", value: "chi_sim" }, { name: "Traditional Chinese", value: "chi_tra" }, { name: "Cherokee", value: "chr" }, { name: "Danish", value: "dan" }, { name: "German", value: "deu" }, { name: "Greek", value: "ell" }, { name: "English", value: "eng" }, { name: "English (Old)", value: "enm" }, { name: "Internet Meme", value: "meme" }, { name: "Esperanto", value: "epo" }, { name: "Esperanto alternative", value: "epo_alt" }, { name: "Estonian", value: "est" }, { name: "Basque", value: "eus" }, { name: "Finnish", value: "fin" }, { name: "French", value: "fra" }, { name: "Frankish", value: "frk" }, { name: "French (Old)", value: "frm" }, { name: "Galician", value: "glg" }, { name: "Ancient Greek", value: "grc" }, { name: "Hebrew", value: "heb" }, { name: "Hindi", value: "hin" }, { name: "Croatian", value: "hrv" }, { name: "Hungarian", value: "hun" }, { name: "Indonesian", value: "ind" }, { name: "Icelandic", value: "isl" }, { name: "Italian", value: "ita" }, { name: "Italian (Old)", value: "ita_old" }, { name: "Japanese", value: "jpn" }, { name: "Kannada", value: "kan" }, { name: "Korean", value: "kor" }, { name: "Latvian", value: "lav" }, { name: "Lithuanian", value: "lit" }, { name: "Malayalam", value: "mal" }, { name: "Macedonian", value: "mkd" }, { name: "Maltese", value: "mlt" }, { name: "Malay", value: "msa" }, { name: "Dutch", value: "nld" }, { name: "Norwegian", value: "nor" }, { name: "Polish", value: "pol" }, { name: "Portuguese", value: "por" }, { name: "Romanian", value: "ron" }, { name: "Russian", value: "rus" }, { name: "Slovakian", value: "slk" }, { name: "Slovenian", value: "slv" }, { name: "Spanish", value: "spa" }, { name: "Old Spanish", value: "spa_old" }, { name: "Albanian", value: "sqi" }, { name: "Serbian (Latin)", value: "srp" }, { name: "Swahili", value: "swa" }, { name: "Swedish", value: "swe" }, { name: "Tamil", value: "tam" }, { name: "Telugu", value: "tel" }, { name: "Tagalog", value: "tgl" }, { name: "Thai", value: "tha" }, { name: "Turkish", value: "tur" }, { name: "Ukrainian", value: "ukr" }, { name: "Vietnamese", value: "vie" }, ], defaultIndex: 14 } ]; } /** * @param {ArrayBuffer} input * @param {Object[]} args * @returns {string} */ async run(input, args) { const [showConfidence, language] = args; if (!isWorkerEnvironment()) throw new OperationError("This operation only works in a browser"); const type = isImage(input); if (!type) { throw new OperationError("Unsupported file type (supported: jpg,png,pbm,bmp) or no file provided\nOpen an image as input using the toolbar."); } try { self.sendStatusMessage("Spinning up Tesseract worker..."); const image = `data:${type};base64,${toBase64(input)}`; const worker = createWorker({ logger: progress => { if (isWorkerEnvironment()) { self.sendStatusMessage(`Status: ${progress.status}${progress.status === "recognizing text" ? ` - ${(parseFloat(progress.progress)*100).toFixed(2)}%`: "" }`); } } }); await worker.load(); self.sendStatusMessage(`Loading ${language} language pack...`); await worker.loadLanguage(language); self.sendStatusMessage("Intialising Tesseract API..."); await worker.initialize(language); self.sendStatusMessage("Finding text..."); const result = await worker.recognize(image); if (showConfidence) { return `Confidence: ${result.data.confidence}%\n\n${result.data.text}`; } else { return result.data.text; } } catch (err) { throw new OperationError(`Error performing OCR on image. (${err})`); } } } export default OpticalCharacterRecognition;