From 330b79288b81e0b9badc6630e252e7cd85e15f69 Mon Sep 17 00:00:00 2001
From: Sivarius <sivariuss@gmail.com>
Date: Fri, 3 Jul 2026 16:59:26 +0800
Subject: [PATCH] Initial: Tesseract Web GUI with Flask + start.bat

---
 README.md                            |  59 ++++++
 app.py                               | 148 ++++++++++++++
 start.bat                            |  36 ++++
 templates/index.html                 | 291 +++++++++++++++++++++++++++
 uploads/47b13fb4_20260703_165917.png | Bin 0 -> 4109 bytes
 uploads/proc_ba6fc1d7.png            | Bin 0 -> 6360 bytes
 6 files changed, 534 insertions(+)
 create mode 100644 README.md
 create mode 100644 app.py
 create mode 100644 start.bat
 create mode 100644 templates/index.html
 create mode 100644 uploads/47b13fb4_20260703_165917.png
 create mode 100644 uploads/proc_ba6fc1d7.png

diff --git a/README.md b/README.md
new file mode 100644
index 0000000..db0849c
--- /dev/null
+++ b/README.md
@@ -0,0 +1,59 @@
+# Tesseract Web GUI
+
+Простой локальный веб-сервис для OCR через Tesseract.
+
+## Структура
+
+```
+tesseract-webgui/
+├── app.py              # Flask сервер
+├── start.bat           # Запуск на Windows
+├── templates/
+│   └── index.html      # Веб-интерфейс
+└── uploads/            # Сюда сохраняются загруженные и обработанные картинки
+```
+
+## Запуск
+
+```bash
+start.bat
+```
+
+Или вручную:
+
+```bash
+cd tesseract-webgui
+python -m pip install flask pillow pytesseract
+python app.py
+```
+
+Затем открывай в браузере: **http://127.0.0.1:5000/**
+
+## Возможности
+
+- Загрузка картинки drag-&-drop или через кнопку
+- Настройка языка (`rus+eng`, `eng`, и т.д.)
+- PSM режимы (авто, блок текста, одна строка и др.)
+- Предобработка: увеличение, контраст, резкость, бинаризация
+- Whitelist символов
+- Предпросмотр загруженной картинки
+- Сохранение всех параметров OCR в выводе
+
+## Требования
+
+- Python 3.10+
+- Tesseract OCR (должен быть в `C:\Program Files\Tesseract-OCR\tesseract.exe`)
+- Русский языковой пакет: `rus.traineddata` в `C:\Program Files\Tesseract-OCR\tessdata\`
+
+## Установка Tesseract
+
+```bash
+winget install UB-Mannheim.TesseractOCR
+```
+
+Русский язык (если не установился):
+
+```bash
+curl -L -o "%TEMP%\rus.traineddata" "https://github.com/tesseract-ocr/tessdata/raw/main/rus.traineddata"
+copy "%TEMP%\rus.traineddata" "C:\Program Files\Tesseract-OCR\tessdata\"
+```
diff --git a/app.py b/app.py
new file mode 100644
index 0000000..65380ec
--- /dev/null
+++ b/app.py
@@ -0,0 +1,148 @@
+"""
+Tesseract Web GUI
+Локальный веб-сервис для распознавания текста с картинок.
+Запуск: start.bat
+"""
+
+import os
+import io
+import uuid
+import base64
+from pathlib import Path
+from datetime import datetime
+
+from PIL import Image, ImageEnhance, ImageFilter, ImageOps
+import pytesseract
+from flask import Flask, render_template, request, jsonify, send_from_directory
+from werkzeug.utils import secure_filename
+
+# ── Конфиг ─────────────────────────────────────────────────────────────
+BASE_DIR = Path(__file__).resolve().parent
+UPLOAD_DIR = BASE_DIR / "uploads"
+UPLOAD_DIR.mkdir(exist_ok=True)
+
+# Путь к Tesseract (Windows)
+TESSERACT_CMD = r"C:\Program Files\Tesseract-OCR\tesseract.exe"
+if Path(TESSERACT_CMD).exists():
+    pytesseract.pytesseract.tesseract_cmd = TESSERACT_CMD
+
+ALLOWED_EXTENSIONS = {"png", "jpg", "jpeg", "bmp", "tiff", "webp", "gif"}
+
+app = Flask(__name__)
+app.config["MAX_CONTENT_LENGTH"] = 16 * 1024 * 1024  # 16 MB
+
+# ── Хелперы ────────────────────────────────────────────────────────────
+
+def allowed_file(filename: str) -> bool:
+    return "." in filename and filename.rsplit(".", 1)[1].lower() in ALLOWED_EXTENSIONS
+
+
+def preprocess_image(img: Image.Image, scale: int, contrast: float, sharpen: bool, binary: bool, binary_thresh: int) -> Image.Image:
+    """Предобработка перед OCR."""
+    if scale > 1:
+        w, h = img.size
+        img = img.resize((w * scale, h * scale), Image.LANCZOS)
+
+    img = img.convert("L")
+
+    if contrast != 1.0:
+        img = ImageEnhance.Contrast(img).enhance(contrast)
+
+    if sharpen:
+        img = img.filter(ImageFilter.SHARPEN)
+
+    if binary:
+        img = img.point(lambda x: 0 if x < binary_thresh else 255)
+
+    return img
+
+
+def do_ocr(image_path: Path, lang: str, psm: int,
+           scale: int, contrast: float, sharpen: bool,
+           binary: bool, binary_thresh: int,
+           whitelist: str = "") -> dict:
+    """Выполняет OCR и возвращает словарь с результатом."""
+    img = Image.open(image_path)
+
+    # Для preview сохраняем оригинал как base64
+    buf = io.BytesIO()
+    img.convert("RGB").save(buf, format="PNG")
+    preview_b64 = base64.b64encode(buf.getvalue()).decode("utf-8")
+
+    # Предобработка
+    proc = preprocess_image(img, scale, contrast, sharpen, binary, binary_thresh)
+
+    config = f"--psm {psm}"
+    if whitelist:
+        config += f' -c tessedit_char_whitelist="{whitelist}"'
+
+    text = pytesseract.image_to_string(proc, lang=lang, config=config)
+
+    # Сохраняем обработанную картинку
+    proc_id = uuid.uuid4().hex[:8]
+    proc_path = UPLOAD_DIR / f"proc_{proc_id}.png"
+    proc.save(proc_path)
+
+    return {
+        "text": text,
+        "preview": preview_b64,
+        "proc_path": str(proc_path),
+        "config_used": f"lang={lang}, psm={psm}, scale={scale}, contrast={contrast}, sharpen={sharpen}, binary={binary}, thresh={binary_thresh}, whitelist={whitelist or 'none'}",
+    }
+
+
+# ── Роуты ──────────────────────────────────────────────────────────────
+
+@app.route("/")
+def index():
+    return render_template("index.html")
+
+
+@app.route("/ocr", methods=["POST"])
+def ocr():
+    if "file" not in request.files:
+        return jsonify({"error": "Файл не загружен"}), 400
+
+    file = request.files["file"]
+    if file.filename == "" or not allowed_file(file.filename):
+        return jsonify({"error": "Неверный или пустой файл (разрешены PNG, JPG, JPEG, BMP, TIFF, WEBP, GIF)"}), 400
+
+    # Параметры из формы
+    lang = request.form.get("lang", "rus+eng").strip()
+    psm = int(request.form.get("psm", 6))
+    scale = int(request.form.get("scale", 2))
+    contrast = float(request.form.get("contrast", 2.0))
+    sharpen = request.form.get("sharpen", "true").lower() in ("true", "1", "on")
+    binary = request.form.get("binary", "false").lower() in ("true", "1", "on")
+    binary_thresh = int(request.form.get("binary_thresh", 140))
+    whitelist = request.form.get("whitelist", "").strip()
+
+    # Сохраняем оригинал
+    ext = secure_filename(file.filename).rsplit(".", 1)[1].lower()
+    uid = uuid.uuid4().hex[:8]
+    original_path = UPLOAD_DIR / f"{uid}_{datetime.now():%Y%m%d_%H%M%S}.{ext}"
+    file.save(original_path)
+
+    try:
+        result = do_ocr(
+            original_path, lang, psm,
+            scale, contrast, sharpen,
+            binary, binary_thresh, whitelist
+        )
+        return jsonify(result)
+    except Exception as e:
+        return jsonify({"error": str(e)}), 500
+
+
+@app.route("/uploads/<path:filename>")
+def uploads(filename):
+    return send_from_directory(UPLOAD_DIR, filename)
+
+
+# ── Запуск ─────────────────────────────────────────────────────────────
+
+if __name__ == "__main__":
+    port = int(os.environ.get("PORT", 5000))
+    print(f"[Tesseract Web GUI] http://127.0.0.1:{port}/")
+    # debug=False, потому что иначе батник не закроется нормально
+    app.run(host="127.0.0.1", port=port, debug=False)
diff --git a/start.bat b/start.bat
new file mode 100644
index 0000000..f25dc39
--- /dev/null
+++ b/start.bat
@@ -0,0 +1,36 @@
+@echo off
+chcp 65001 > nul
+title Tesseract Web GUI
+
+:: Путь к папке проекта
+set APP_DIR=%~dp0
+cd /d "%APP_DIR%"
+
+:: Проверяем Python
+where python > nul 2> nul
+if errorlevel 1 (
+    echo [Ошибка] Python не найден. Установи Python 3.10+ и добавь в PATH.
+    pause
+    exit /b 1
+)
+
+:: Установка зависимостей (пропустит если уже стоят)
+echo [1/3] Проверка зависимостей...
+python -m pip install -q flask pillow pytesseract
+
+:: Проверяем Tesseract
+if not exist "C:\Program Files\Tesseract-OCR\tesseract.exe" (
+    echo [Предупреждение] Tesseract не найден по пути C:\Program Files\Tesseract-OCR\tesseract.exe
+    echo Установи: winget install UB-Mannheim.TesseractOCR
+    pause
+    exit /b 1
+)
+
+:: Запуск
+echo [2/3] Запуск веб-сервиса...
+echo [3/3] Открой браузер: http://127.0.0.1:5000/
+echo.
+
+python app.py
+
+pause
diff --git a/templates/index.html b/templates/index.html
new file mode 100644
index 0000000..823ebee
--- /dev/null
+++ b/templates/index.html
@@ -0,0 +1,291 @@
+<!DOCTYPE html>
+<html lang="ru">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Tesseract Web GUI</title>
+    <style>
+        :root {
+            --bg: #1a1a2e;
+            --panel: #16213e;
+            --accent: #0f3460;
+            --text: #e0e0e0;
+            --muted: #a0a0a0;
+            --border: #2a3f5f;
+            --ok: #2ecc71;
+            --err: #e74c3c;
+        }
+        * { box-sizing: border-box; }
+        body {
+            margin: 0;
+            font-family: "Segoe UI", Arial, sans-serif;
+            background: var(--bg);
+            color: var(--text);
+            line-height: 1.5;
+        }
+        .container {
+            max-width: 1000px;
+            margin: 0 auto;
+            padding: 20px;
+        }
+        h1 {
+            margin: 0 0 10px;
+            font-size: 26px;
+        }
+        .subtitle {
+            color: var(--muted);
+            margin-bottom: 20px;
+        }
+        .grid {
+            display: grid;
+            grid-template-columns: 320px 1fr;
+            gap: 20px;
+        }
+        @media (max-width: 800px) {
+            .grid { grid-template-columns: 1fr; }
+        }
+        .panel {
+            background: var(--panel);
+            border: 1px solid var(--border);
+            border-radius: 12px;
+            padding: 18px;
+        }
+        .panel h2 {
+            margin: 0 0 14px;
+            font-size: 16px;
+            color: var(--muted);
+            text-transform: uppercase;
+            letter-spacing: 0.5px;
+        }
+        label {
+            display: block;
+            margin: 12px 0 5px;
+            font-size: 13px;
+            color: var(--muted);
+        }
+        input, select, textarea {
+            width: 100%;
+            padding: 8px 10px;
+            background: var(--bg);
+            border: 1px solid var(--border);
+            border-radius: 6px;
+            color: var(--text);
+            font-size: 14px;
+        }
+        input[type="checkbox"] {
+            width: auto;
+            margin-right: 6px;
+        }
+        .checkbox-row {
+            display: flex;
+            align-items: center;
+            margin-top: 12px;
+        }
+        .checkbox-row label {
+            margin: 0;
+        }
+        button {
+            width: 100%;
+            margin-top: 16px;
+            padding: 12px;
+            background: var(--accent);
+            border: none;
+            border-radius: 8px;
+            color: #fff;
+            font-size: 15px;
+            cursor: pointer;
+            transition: background 0.2s;
+        }
+        button:hover { background: #1a4a80; }
+        button:disabled { opacity: 0.6; cursor: wait; }
+        .dropzone {
+            border: 2px dashed var(--border);
+            border-radius: 10px;
+            padding: 30px;
+            text-align: center;
+            color: var(--muted);
+            cursor: pointer;
+            transition: border-color 0.2s;
+        }
+        .dropzone:hover, .dropzone.dragover { border-color: var(--accent); color: var(--text); }
+        .preview {
+            margin-top: 15px;
+            text-align: center;
+        }
+        .preview img {
+            max-width: 100%;
+            max-height: 220px;
+            border-radius: 8px;
+            border: 1px solid var(--border);
+        }
+        .result textarea {
+            min-height: 280px;
+            font-family: Consolas, monospace;
+            font-size: 13px;
+            resize: vertical;
+        }
+        .meta {
+            margin-top: 10px;
+            font-size: 12px;
+            color: var(--muted);
+        }
+        .status {
+            margin-top: 12px;
+            padding: 10px;
+            border-radius: 8px;
+            font-size: 13px;
+            display: none;
+        }
+        .status.ok { background: rgba(46, 204, 113, 0.15); color: var(--ok); display: block; }
+        .status.err { background: rgba(231, 76, 60, 0.15); color: var(--err); display: block; }
+    </style>
+</head>
+<body>
+    <div class="container">
+        <h1>🔍 Tesseract Web GUI</h1>
+        <div class="subtitle">Загрузи картинку — получи текст. Всё локально, без интернета.</div>
+
+        <div class="grid">
+            <div>
+                <div class="panel">
+                    <h2>1. Картинка</h2>
+                    <div class="dropzone" id="dropzone">
+                        📁 Перетащи сюда файл или кликни для выбора
+                        <input type="file" id="fileInput" accept="image/*" hidden>
+                    </div>
+                    <div class="preview" id="preview"></div>
+                </div>
+
+                <div class="panel" style="margin-top: 20px;">
+                    <h2>2. Настройки OCR</h2>
+                    <label>Язык</label>
+                    <input type="text" id="lang" value="rus+eng">
+
+                    <label>PSM режим</label>
+                    <select id="psm">
+                        <option value="3">3 — Авто</option>
+                        <option value="4">4 — Одна колонка</option>
+                        <option value="6" selected>6 — Блок текста (скриншоты)</option>
+                        <option value="7">7 — Одна строка</option>
+                        <option value="8">8 — Одно слово</option>
+                        <option value="11">11 — Разреженный текст</option>
+                        <option value="13">13 — Сырая строка</option>
+                    </select>
+
+                    <label>Увеличение (scale)</label>
+                    <input type="number" id="scale" value="2" min="1" max="5">
+
+                    <label>Контраст</label>
+                    <input type="number" id="contrast" value="2.0" step="0.1" min="1" max="5">
+
+                    <div class="checkbox-row">
+                        <input type="checkbox" id="sharpen" checked>
+                        <label for="sharpen">Резкость</label>
+                    </div>
+
+                    <div class="checkbox-row">
+                        <input type="checkbox" id="binary">
+                        <label for="binary">Бинаризация</label>
+                    </div>
+
+                    <label>Порог бинаризации</label>
+                    <input type="number" id="binary_thresh" value="140" min="0" max="255">
+
+                    <label>Whitelist символов (опционально)</label>
+                    <input type="text" id="whitelist" placeholder="Например: 0123456789">
+
+                    <button id="runBtn" disabled>🔮 Распознать</button>
+                    <div class="status" id="status"></div>
+                </div>
+            </div>
+
+            <div class="panel result">
+                <h2>3. Результат</h2>
+                <textarea id="result" readonly placeholder="Тут появится распознанный текст..."></textarea>
+                <div class="meta" id="meta"></div>
+            </div>
+        </div>
+    </div>
+
+    <script>
+        const dropzone = document.getElementById('dropzone');
+        const fileInput = document.getElementById('fileInput');
+        const preview = document.getElementById('preview');
+        const runBtn = document.getElementById('runBtn');
+        const status = document.getElementById('status');
+        const resultArea = document.getElementById('result');
+        const meta = document.getElementById('meta');
+
+        let currentFile = null;
+
+        dropzone.addEventListener('click', () => fileInput.click());
+        fileInput.addEventListener('change', (e) => handleFiles(e.target.files));
+
+        dropzone.addEventListener('dragover', (e) => {
+            e.preventDefault();
+            dropzone.classList.add('dragover');
+        });
+        dropzone.addEventListener('dragleave', () => dropzone.classList.remove('dragover'));
+        dropzone.addEventListener('drop', (e) => {
+            e.preventDefault();
+            dropzone.classList.remove('dragover');
+            handleFiles(e.dataTransfer.files);
+        });
+
+        function handleFiles(files) {
+            if (!files.length) return;
+            currentFile = files[0];
+            const url = URL.createObjectURL(currentFile);
+            preview.innerHTML = `<img src="${url}" alt="preview">`;
+            runBtn.disabled = false;
+            status.className = 'status';
+            status.textContent = '';
+        }
+
+        runBtn.addEventListener('click', async () => {
+            if (!currentFile) return;
+
+            runBtn.disabled = true;
+            status.className = 'status';
+            status.textContent = 'Распознаю...';
+
+            const form = new FormData();
+            form.append('file', currentFile);
+            form.append('lang', document.getElementById('lang').value);
+            form.append('psm', document.getElementById('psm').value);
+            form.append('scale', document.getElementById('scale').value);
+            form.append('contrast', document.getElementById('contrast').value);
+            form.append('sharpen', document.getElementById('sharpen').checked);
+            form.append('binary', document.getElementById('binary').checked);
+            form.append('binary_thresh', document.getElementById('binary_thresh').value);
+            form.append('whitelist', document.getElementById('whitelist').value);
+
+            try {
+                const resp = await fetch('/ocr', { method: 'POST', body: form });
+                const data = await resp.json();
+
+                if (data.error) {
+                    status.className = 'status err';
+                    status.textContent = 'Ошибка: ' + data.error;
+                    return;
+                }
+
+                resultArea.value = data.text;
+                meta.textContent = 'Настройки: ' + data.config_used;
+
+                if (data.preview) {
+                    preview.innerHTML = `<img src="data:image/png;base64,${data.preview}" alt="preview">`;
+                }
+
+                status.className = 'status ok';
+                status.textContent = 'Готово!';
+            } catch (e) {
+                status.className = 'status err';
+                status.textContent = 'Ошибка сети: ' + e.message;
+            } finally {
+                runBtn.disabled = false;
+            }
+        });
+    </script>
+</body>
+</html>
diff --git a/uploads/47b13fb4_20260703_165917.png b/uploads/47b13fb4_20260703_165917.png
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