{ "cells": [ { "cell_type": "markdown", "id": "041bc0ac", "metadata": {}, "source": [ "# Find and read text lines" ] }, { "cell_type": "code", "execution_count": 1, "id": "a52459a1", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T08:12:04.876679Z", "iopub.status.busy": "2026-11-01T08:12:04.876587Z", "iopub.status.idle": "2026-11-01T08:12:14.980898Z", "shell.execute_reply": "2026-11-01T08:12:14.980339Z" }, "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Loaded DBNet detector (CPU, threads=8)\n", "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": [ "Lines found: 44\n", "СУПЕРМАРКЕТ «ВОЛГА-МАРКЕТ»\n", "ул. Белинского, 32\n", "ООО «Волга-Ритейл»\n", "ИНН 5260998741\n" ] } ], "source": [ "from occular import ocr_detailed\n", "\n", "lines = ocr_detailed(\"receipt.jpg\", deskew=False)\n", "print(\"Lines found:\", len(lines))\n", "for line in lines[:4]:\n", " print(line[\"text\"])" ] }, { "cell_type": "code", "execution_count": 2, "id": "e6399b48", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T08:12:14.983602Z", "iopub.status.busy": "2026-11-01T08:12:14.983396Z", "iopub.status.idle": "2026-11-01T08:12:15.414229Z", "shell.execute_reply": "2026-11-01T08:12:15.413746Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from matplotlib.patches import Polygon\n", "\n", "fig, ax = plt.subplots(figsize=(8, 3))\n", "ax.imshow(plt.imread(\"receipt.jpg\"))\n", "for line in lines[:4]:\n", " ax.add_patch(Polygon(line[\"quad\"], fill=False,\n", " edgecolor=\"lime\", linewidth=2))\n", "ax.set_xlim(180, 880)\n", "ax.set_ylim(470, 250)\n", "ax.set_title(\"First four detected lines — selected header crop\")\n", "ax.axis(\"off\")\n", "plt.show()" ] } ], "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 }