From ca9a32d303e6c54f49440736f35debfb8c4fb05d Mon Sep 17 00:00:00 2001 From: Nolan Lawson Date: Sun, 25 Aug 2019 18:33:44 -0700 Subject: [PATCH] feat: add OCR for image descriptions using tesseract.js (#1433) * feat: add OCR for image descriptions using tesseract.js * tweak style of alt editor * remove unnecessary files --- bin/svgs.js | 3 +- package.json | 3 + .../dialog/components/MediaAltEditor.html | 72 +++++++++++- src/routes/_utils/asyncModules.js | 4 + src/routes/_utils/runTesseract.js | 19 ++++ src/routes/_utils/tesseractWorker.js | 21 ++++ src/service-worker.js | 13 +++ static/eng.traineddata.gz | Bin 0 -> 10923060 bytes webpack/client.config.js | 24 +++- webpack/server.config.js | 17 ++- webpack/terser.config.js | 3 +- yarn.lock | 105 +++++++++++++++++- 12 files changed, 272 insertions(+), 12 deletions(-) create mode 100644 src/routes/_utils/runTesseract.js create mode 100644 src/routes/_utils/tesseractWorker.js create mode 100644 static/eng.traineddata.gz diff --git a/bin/svgs.js b/bin/svgs.js index 1f046974..880be748 100644 --- a/bin/svgs.js +++ b/bin/svgs.js @@ -53,5 +53,6 @@ module.exports = [ { id: 'fa-refresh', src: 'src/thirdparty/font-awesome-svg-png/white/svg/refresh.svg' }, { id: 'fa-plus', src: 'src/thirdparty/font-awesome-svg-png/white/svg/plus.svg' }, { id: 'fa-info-circle', src: 'src/thirdparty/font-awesome-svg-png/white/svg/info-circle.svg' }, - { id: 'fa-crosshairs', src: 'src/thirdparty/font-awesome-svg-png/white/svg/crosshairs.svg' } + { id: 'fa-crosshairs', src: 'src/thirdparty/font-awesome-svg-png/white/svg/crosshairs.svg' }, + { id: 'fa-magic', src: 'src/thirdparty/font-awesome-svg-png/white/svg/magic.svg' } ] diff --git a/package.json b/package.json index b7e80866..2db9c333 100644 --- a/package.json +++ b/package.json @@ -66,6 +66,7 @@ "express": "^4.17.1", "file-api": "^0.10.4", "file-drop-element": "0.2.0", + "file-loader": "^4.2.0", "form-data": "^2.5.0", "glob": "^7.1.4", "indexeddb-getall-shim": "^1.3.5", @@ -97,6 +98,8 @@ "svelte-transitions": "^1.2.0", "svgo": "^1.3.0", "terser-webpack-plugin": "^1.4.1", + "tesseract.js": "^2.0.0-alpha.13", + "tesseract.js-core": "^2.0.0-beta.10", "text-encoding": "^0.7.0", "tiny-queue": "^0.2.1", "webpack": "^4.39.2", diff --git a/src/routes/_components/dialog/components/MediaAltEditor.html b/src/routes/_components/dialog/components/MediaAltEditor.html index 8ae857ab..8ab5cea9 100644 --- a/src/routes/_components/dialog/components/MediaAltEditor.html +++ b/src/routes/_components/dialog/components/MediaAltEditor.html @@ -2,7 +2,7 @@ @@ -20,6 +20,21 @@ max={mediaAltCharLimit} style="width: 100%; text-align: right;" /> + diff --git a/src/routes/_utils/asyncModules.js b/src/routes/_utils/asyncModules.js index 35e1df8b..475618a9 100644 --- a/src/routes/_utils/asyncModules.js +++ b/src/routes/_utils/asyncModules.js @@ -47,3 +47,7 @@ export const importSnackbar = () => import( export const importComposeBox = () => import( /* webpackChunkName: 'ComposeBox.html' */ '../_components/compose/ComposeBox.html' ).then(getDefault) + +export const importTesseractWorker = () => import( + /* webpackChunkName: 'tesseractWorker' */ '../_utils/tesseractWorker.js' + ).then(getDefault) diff --git a/src/routes/_utils/runTesseract.js b/src/routes/_utils/runTesseract.js new file mode 100644 index 00000000..7217d0ac --- /dev/null +++ b/src/routes/_utils/runTesseract.js @@ -0,0 +1,19 @@ +import { importTesseractWorker } from '../_utils/asyncModules' + +export async function runTesseract (image) { + const worker = await importTesseractWorker() + + // TODO: have to trick tesseract into not creating a blob URL because that would break our CSP + // see https://github.com/naptha/tesseract.js/pull/322 + let promise + const OldBlob = window.Blob + window.Blob = null + try { + promise = worker.recognize(image) + } finally { + window.Blob = OldBlob + } + promise.progress(_ => console.log('progress', _)) + const res = await promise + return res.text +} diff --git a/src/routes/_utils/tesseractWorker.js b/src/routes/_utils/tesseractWorker.js new file mode 100644 index 00000000..543f0155 --- /dev/null +++ b/src/routes/_utils/tesseractWorker.js @@ -0,0 +1,21 @@ +import workerPath from 'tesseract.js/dist/worker.min.js' +// TODO: we should use .wasm instead of .wasm.js. But currently can't because: +// 1. not supported https://github.com/naptha/tesseract.js/blob/9f1e782/docs/local-installation.md#corepath +// 2. webpack defaultRules issues (fixable with https://github.com/webpack/webpack/issues/8412#issuecomment-445586591) + +// We should explore this at a later date. +import corePath from 'tesseract.js-core/tesseract-core.wasm.js' +import { TesseractWorker } from 'tesseract.js' + +// tesseract has a bug where broken image URLs will silently fail. We could spawn a new worker +// every time to work around the issue, but then it literally spawns a new web worker for each request, +// which seems excessive. So we just live with the bug for now. +// https://github.com/naptha/tesseract.js/issues/325 +const { origin } = location +const tesseractWorker = new TesseractWorker({ + workerPath: `${origin}/${workerPath}`, + langPath: `${origin}/`, + corePath: `${origin}/${corePath}` +}) + +export default tesseractWorker diff --git a/src/service-worker.js b/src/service-worker.js index 491f7a0d..f9d21007 100644 --- a/src/service-worker.js +++ b/src/service-worker.js @@ -18,11 +18,13 @@ const assets = __assets__ .map(file => file.startsWith('/') ? file : `/${file}`) .filter(filename => !filename.endsWith('.map')) .filter(filename => filename !== '/robots.txt') + .filter(filename => !filename.includes('traineddata.gz')) // Tesseract already caches it in IDB // `shell` is an array of all the files generated by webpack // also contains '/index.html' for some reason const webpackAssets = __shell__ .filter(filename => !filename.endsWith('.map')) // don't bother with sourcemaps + .filter(filename => !filename.includes('tesseract-core.wasm')) // cache on-demand // `routes` is an array of `{ pattern: RegExp }` objects that // match the pages in your src @@ -93,6 +95,17 @@ self.addEventListener('fetch', event => { if (response) { return response } + + if (/tesseract-core\.wasm/.test(url.pathname)) { + // cache this on-demand + const response = await fetch(req) + if (response && response.status >= 200 && response.status < 300) { + const clonedResponse = response.clone() + /* no await */ caches.open(WEBPACK_ASSETS).then(cache => cache.put(req, clonedResponse)) + } + return response + } + // for routes, serve the /service-worker-index.html file from the most recent // static cache if (routes.find(route => route.pattern.test(url.pathname))) { diff --git a/static/eng.traineddata.gz b/static/eng.traineddata.gz new file mode 100644 index 0000000000000000000000000000000000000000..e83c1267675ff3a6641b110002363782db7a1885 GIT binary patch literal 10923060 zcmX7ubyO5iw8u&5ZcvtPqD99S;k 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