{ "cells": [ { "cell_type": "markdown", "id": "f2d33af2", "metadata": {}, "source": [ "# Read cells from an invoice" ] }, { "cell_type": "code", "execution_count": 1, "id": "73c88537", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T08:14:39.277697Z", "iopub.status.busy": "2026-11-01T08:14:39.277574Z", "iopub.status.idle": "2026-11-01T08:14:48.505575Z", "shell.execute_reply": "2026-11-01T08:14:48.505100Z" }, "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Loaded DBNet detector (CPU, threads=8)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Loaded SVTR recognizer (vocab=185 chars, CPU, threads=8)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[occular] LM (pure Python): compact_lm.npz (268 MB), unigrams=2010937, alpha=0.5 beta=1.0 beam=100\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tables found: 2\n", "Rows: 5 Columns: 6\n", "0 0 №\n", "0 1 Товары (работы, услуги)\n", "0 2 Кол- во\n", "0 3 Ед.\n", "0 4 Цена\n", "0 5 Сумма\n", "1 0 1\n", "1 1 Транспортно-экспедиционные услуги по маршруту Нижний Новгород — Казань\n", "1 2 4\n", "1 3 рейс\n", "1 4 18 500,00\n", "1 5 74 000,00\n" ] } ], "source": [ "from occular import ocr_detailed\n", "\n", "lines = ocr_detailed(\"invoice.png\", tables=True, deskew=False)\n", "print(\"Tables found:\", len(lines.tables))\n", "table = lines.tables[-1] # the item table, after the bank-details table\n", "print(\"Rows:\", table[\"n_rows\"], \"Columns:\", table[\"n_cols\"])\n", "for cell in table[\"cells\"][:12]:\n", " print(cell[\"r\"], cell[\"c\"], cell[\"text\"])" ] }, { "cell_type": "code", "execution_count": 2, "id": "8efc3689", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T08:14:48.506552Z", "iopub.status.busy": "2026-11-01T08:14:48.506406Z", "iopub.status.idle": "2026-11-01T08:14:48.790462Z", "shell.execute_reply": "2026-11-01T08:14:48.789879Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "image = plt.imread(\"invoice.png\")\n", "x0, y0, x1, y1 = map(int, table[\"bbox\"])\n", "left = int(table[\"cols\"][2][0])\n", "bottom = int(table[\"rows\"][1][1])\n", "plt.figure(figsize=(9, 4))\n", "plt.imshow(image[y0:bottom, left:x1])\n", "plt.title(\"Source crop — quantity, unit, price and total\")\n", "plt.axis(\"off\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "id": "89c9194d", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T08:14:48.791532Z", "iopub.status.busy": "2026-11-01T08:14:48.791376Z", "iopub.status.idle": "2026-11-01T08:14:55.996358Z", "shell.execute_reply": "2026-11-01T08:14:55.995880Z" }, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MARKDOWN — item header and first body row\n", "| № | Товары (работы, услуги) | Кол- во | Ед. | Цена | Сумма |\n", "| 1 | Транспортно-экспедиционные услуги по маршруту Нижний Новгород — Казань | 4 | рейс | 18 500,00 | 74 000,00 |\n" ] } ], "source": [ "from occular import ocr\n", "\n", "text = ocr(\"invoice.png\", tables=True, deskew=False)\n", "print(\"MARKDOWN — item header and first body row\")\n", "for row in text.splitlines():\n", " if row.startswith(\"|\") and (\"Товары\" in row or \"Транспортно\" in row):\n", " print(row)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }