From 6491e02e88a98deec8372428a347d687b5a09478 Mon Sep 17 00:00:00 2001 From: osmarks Date: Sat, 18 May 2024 00:39:05 +0100 Subject: [PATCH] preliminary work on OCR --- ocr.mjs | 107 ++++ ocr_config.json | 6 + package-lock.json | 1364 +++++++++++++++++++++++++++++++++++++++++++++ package.json | 7 + 4 files changed, 1484 insertions(+) create mode 100644 ocr.mjs create mode 100644 ocr_config.json create mode 100644 package-lock.json create mode 100644 package.json diff --git a/ocr.mjs b/ocr.mjs new file mode 100644 index 0000000..31097f1 --- /dev/null +++ b/ocr.mjs @@ -0,0 +1,107 @@ +import Lens from 'chrome-lens-ocr' +import sharp from "sharp" +import fs from "fs/promises" +import sqlite3 from "better-sqlite3" +import path from "path" + +import memeSearchConfig from "./mse_config.json" with { type: "json" } +import ocrConfig from "./ocr_config.json" with { type: "json" } + +const DB = sqlite3(memeSearchConfig.db_path) + +DB.exec(` +CREATE TABLE IF NOT EXISTS ocr ( + filename TEXT PRIMARY KEY REFERENCES files(filename), + scan_time INTEGER NOT NULL, + text TEXT NOT NULL, + raw_segments TEXT +); + +CREATE VIRTUAL TABLE IF NOT EXISTS ocr_fts USING fts5 ( + filename, + text, + tokenize='unicode61 remove_diacritics 2', + content='ocr' +); + +CREATE TRIGGER IF NOT EXISTS ocr_fts_ins AFTER INSERT ON ocr BEGIN + INSERT INTO ocr_fts (rowid, filename, text) VALUES (new.rowid, new.filename, new.text); +END; + +CREATE TRIGGER IF NOT EXISTS ocr_fts_del AFTER DELETE ON ocr BEGIN + INSERT INTO ocr_fts (ocr_fts, rowid, filename, text) VALUES ('delete', old.rowid, old.filename, old.text); +END; +`) + +const preparedStatements = new Map() +const SQL = (strings, ...params) => { + const sql = strings.join("?") + let stmt + const cachedValue = preparedStatements.get(sql) + if (!cachedValue) { + stmt = DB.prepare(sql) + preparedStatements.set(sql, stmt) + } else { + stmt = cachedValue + } + return { + get: () => stmt.get.apply(stmt, params), + run: () => stmt.run.apply(stmt, params), + all: () => stmt.all.apply(stmt, params), + statement: stmt + } +} + +const wait = timeout => new Promise(resolve => setTimeout(resolve, timeout)) + +const lens = new Lens(ocrConfig.lens_options || {}) + +for (const file of SQL`SELECT files.filename FROM files LEFT JOIN ocr ON files.filename = ocr.filename WHERE ocr.scan_time IS NULL OR ocr.scan_time < files.modtime`.all()) { + console.log(file.filename) + const filepath = path.join(memeSearchConfig.files, file.filename) + const metadata = await sharp(filepath).metadata() + console.log(metadata.width, metadata.height) + let newWidth = Math.min(metadata.width, ocrConfig.image_dim) + let newHeight = Math.ceil(metadata.height * (newWidth / metadata.width)) + let text = "" + let segments = [] + let failed = false + for (let y = 0; y < newHeight; y += ocrConfig.image_dim) { + const result = await sharp(filepath).resize(newWidth, newHeight, { fit: "fill" }).extract({ + left: 0, + width: newWidth, + top: y, + height: Math.min(ocrConfig.image_dim, newHeight - y) + }).png().toBuffer() + let chunk + let count = 10 + while (!chunk) { + try { + chunk = await lens.scanByBuffer(result) + } catch(e) { + console.log("OCR failed, retry", e.body ? "?" : e, count) + await wait(500) + count-- + if (count === 0) { + console.log("retry limit") + failed = true + break + } + } + } + if (failed) break + // they appear to be in the "right order" out of the API anyway + for (const segment of chunk.segments) { + text += segment.text + "\n" + segments.push({ + text: segment.text, + x: segment.boundingBox.pixelCoords.x, + y: segment.boundingBox.pixelCoords.y + y, + width: segment.boundingBox.pixelCoords.width, + height: segment.boundingBox.pixelCoords.height + }) + } + } + if (failed) continue + SQL`INSERT OR REPLACE INTO ocr VALUES (${file.filename}, ${Date.now() / 1000}, ${text.trim()}, ${JSON.stringify(segments)})`.run() +} \ No newline at end of file diff --git a/ocr_config.json b/ocr_config.json new file mode 100644 index 0000000..ea0cb94 --- /dev/null +++ b/ocr_config.json @@ -0,0 +1,6 @@ +{ + "image_dim": 1000, + "lens_options": { + + } +} \ No newline at end of file diff --git a/package-lock.json b/package-lock.json new file mode 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