{ "cells": [ { "cell_type": "markdown", "id": "6125d01e", "metadata": {}, "source": [ "# Occular-OCR" ] }, { "cell_type": "code", "execution_count": 1, "id": "f94c737a", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T08:11:55.638752Z", "iopub.status.busy": "2026-11-01T08:11:55.638618Z", "iopub.status.idle": "2026-11-01T08:11:56.114708Z", "shell.execute_reply": "2026-11-01T08:11:56.114185Z" }, "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(\"receipt.jpg\")\n", "plt.figure(figsize=(8, 3))\n", "plt.imshow(image[250:470, 180:880])\n", "plt.title(\"Input receipt — selected header crop\")\n", "plt.axis(\"off\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 2, "id": "213054fb", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T08:11:56.116118Z", "iopub.status.busy": "2026-11-01T08:11:56.115915Z", "iopub.status.idle": "2026-11-01T08:12:03.413626Z", "shell.execute_reply": "2026-11-01T08:12:03.413144Z" }, "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": [ "FIRST FOUR LINES — full image recognized\n", "СУПЕРМАРКЕТ «ВОЛГА-МАРКЕТ»\n", "ул. Белинского, 32\n", "00О «Волга-Ритейл»\n", "ИНН 5260998741\n" ] } ], "source": [ "from occular import ocr\n", "\n", "text = ocr(\"receipt.jpg\")\n", "print(\"FIRST FOUR LINES — full image recognized\")\n", "print(\"\\n\".join(text.splitlines()[:4]))" ] } ], "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 }