From b789ff87f239a7f0eef52263a425c3e1a8048f47 Mon Sep 17 00:00:00 2001 From: trungtd-2436 Date: Tue, 21 Sep 2021 16:01:16 +0700 Subject: [PATCH] refactor: update TableExtraction class, sort import add checking conditions and add example notebook --- .gitignore | 4 +- docs/source/conf.py | 1 - example/example.ipynb | 494 +++++++++++++++--- example/table.png | Bin 266241 -> 440232 bytes requirements.txt | 2 +- table_reconstruction/__init__.py | 130 ++++- .../line_segmentation/line_segment.py | 13 +- .../line_segmentation/unet/resunet.py | 2 +- table_reconstruction/output/element.py | 6 +- .../table_detection/postprocess.py | 2 +- .../table_detection/preprocess.py | 3 +- table_reconstruction/table_detection/utils.py | 20 +- .../table_detection/yolov5/hubconf.py | 9 +- .../table_detection/yolov5/models/common.py | 8 +- .../yolov5/models/experimental.py | 5 +- .../table_detection/yolov5/models/utils.py | 5 +- .../table_detection/yolov5/models/yolo.py | 22 +- table_reconstruction/utils/cell_utils.py | 30 +- table_reconstruction/utils/lines_utils.py | 69 +-- table_reconstruction/utils/mask_utils.py | 2 +- table_reconstruction/utils/table_utils.py | 16 +- tests/test_line_segment.py | 1 + 22 files changed, 649 insertions(+), 195 deletions(-) diff --git a/.gitignore b/.gitignore index 5cf47c4..2fd74bc 100644 --- a/.gitignore +++ b/.gitignore @@ -146,4 +146,6 @@ cython_debug/ table_reconstruction/__version__.py -docs/source/_build \ No newline at end of file +docs/source/_build + +tmp/ \ No newline at end of file diff --git a/docs/source/conf.py b/docs/source/conf.py index cd8754e..d04d82f 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -60,7 +60,6 @@ html_theme = "sphinx_rtd_theme" napoleon_include_init_with_doc = True -autoclass_content = "both" autodoc_class_signature = "separated" add_function_parentheses = False add_module_names = False diff --git a/example/example.ipynb b/example/example.ipynb index 089b549..76165ed 100644 --- a/example/example.ipynb +++ b/example/example.ipynb @@ -1,147 +1,514 @@ { "cells": [ + { + "cell_type": "markdown", + "source": [ + "# Simple demo for table reconstruction\n" + ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## Import packages" + ], + "metadata": {} + }, { "cell_type": "code", "execution_count": 1, - "id": "f14d20a3", - "metadata": {}, - "outputs": [], "source": [ "import cv2\n", - "import torch \n", - "\n", - "from table_reconstruction.line_segmentation.line_segment import LineSegmentation\n", + "import torch\n", + "import numpy as np" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## Import packages used for visualizing" + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 2, + "source": [ "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline\n", - "plt.rcParams[\"figure.figsize\"] = (20,10)" - ] + "plt.rcParams[\"figure.figsize\"] = (20, 10)" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## Force CPU" + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 2, - "id": "1653e86c", - "metadata": {}, - "outputs": [], + "execution_count": 3, "source": [ + "torch.cuda.is_available = lambda: False\n", "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")" - ] + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "# Prepare image" + ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## Read sample image" + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 3, - "id": "ce3aeca9", - "metadata": {}, + "execution_count": 4, + "source": [ + "image = cv2.imread(\"table.png\")\n", + "\n", + "plt.imshow(image)" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 3, "metadata": {}, - "output_type": "execute_result" + "execution_count": 4 }, { + "output_type": "display_data", "data": { - "image/png": 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" }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], + "metadata": {} + }, + { + "cell_type": "markdown", "source": [ - "img_path = \"table.png\"\n", - "img = cv2.imread(img_path)\n", - "plt.imshow(img)" - ] + "# TL:DR" + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 4, - "id": "86c9f450", - "metadata": {}, + "execution_count": 5, + "source": [ + "from table_reconstruction import TableExtraction" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 6, + "source": [ + "extraction = TableExtraction(device=device)" + ], "outputs": [ { - "name": "stderr", "output_type": "stream", + "name": "stdout", "text": [ - "Downloading...\n", - "From: https://drive.google.com/u/0/uc?id=18YEiAzUs9NXz0FwBuU0JicEWc_F2V7tq\n", - "To: /home/hps02/SUN/table_reconstruction/venv/lib/python3.8/site-packages/table_reconstruction-0.1.dev15+gfec7ad1.d20210915-py3.8.egg/table_reconstruction/line_segmentation/tmp/resnet_weight.pth\n", - "25.7MB [00:12, 2.07MB/s]\n" + "Using cpu for table detection\n" ] - }, + } + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 7, + "source": [ + "tables = extraction.extract(image)" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 8, + "source": [ + "visualization = image.copy()\n", + "for table in tables:\n", + " t_x_min, t_x_max, t_y_min, t_y_max = table.coordinate\n", + " cv2.rectangle(\n", + " visualization,\n", + " (t_x_min, t_y_min),\n", + " (t_x_max, t_y_max),\n", + " (255, 0, 0),\n", + " thickness=2,\n", + " lineType=cv2.LINE_AA,\n", + " )\n", + " for cell in table.cells:\n", + " x_min, x_max, y_min, y_max = cell.coordinate\n", + " cv2.rectangle(\n", + " visualization,\n", + " (x_min + t_x_min, y_min + t_y_min),\n", + " (x_max + t_x_min, y_max + t_y_min),\n", + " (0, 255, 0),\n", + " thickness=2,\n", + " lineType=cv2.LINE_AA,\n", + " )\n", + "\n", + "plt.imshow(visualization)" + ], + "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 4, "metadata": {}, - "output_type": "execute_result" + "execution_count": 8 }, { + "output_type": "display_data", "data": { - "image/png": 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" }, "metadata": { "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "# Reconstruct table" + ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## Detect table region" + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 9, + "source": [ + "from table_reconstruction.table_detection.detector import TableDetector" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 10, + "source": [ + "table_detector = TableDetector(device=device)" + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Using cpu for table detection\n" + ] + } + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 11, + "source": [ + "table_regions = table_detector.predict([image])" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 12, + "source": [ + "x_min, y_min, x_max, y_max = table_regions[0][0]\n", + "\n", + "img = image[y_min:y_max, x_min:x_max]\n", + "plt.imshow(img)" + ], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 12 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/svg+xml": "\n\n\n \n \n \n \n 2021-09-21T15:58:38.974648\n image/svg+xml\n \n \n Matplotlib v3.4.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "image/png": 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" }, - "output_type": "display_data" + "metadata": { + "needs_background": "light" + } } ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## Segment lines" + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 13, + "source": [ + "from table_reconstruction.line_segmentation.line_segment import LineSegmentation" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 14, + "source": [ + "h, w, _ = img.shape\n", + "padding_img = np.ones((h + 10, w + 10, 3), dtype=np.uint8) * 255\n", + "padding_img[5 : h + 5, 5 : w + 5, :] = img" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 15, "source": [ "line_segmentation = LineSegmentation(device=device)\n", - "mask = line_segmentation.predict(img)\n", + "mask = line_segmentation.predict(padding_img)\n", "plt.imshow(mask)" - ] + ], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 15 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
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WlVI+VUqZ361f0C2v6u7fbZZmBwAAmJSpHPF5dZKVE5bfkeTdtdY9k9ye5MRu/YlJbu/Wv7vbDgAAYGAmFT6llOVJfinJh7rlkuSoJGd0m5ye5Lju9rHdcrr7j+62BwAAGIjJHvF5T5LfSzLWLe+U5I5a64Zu+YYky7rby5JcnyTd/Wu67QEAAAZis+FTSjkmyS211gtn8hOXUk4qpVxQSrlgfdbN5EMDAABsZGQS2zwtybNLKb+YZGGSHZK8N8mSUspId1RneZLV3fark+ya5IZSykiSxUlufeiD1lpPTXJqkuxQltbpfiEAAAAPZ7NHfGqtb6q1Lq+17pbk+CRfqbU+L8lXkzyn2+yEJGd1t8/ultPd/5Vaq7ABAAAGZjr/js8bk7yulLIq4+/hOa1bf1qSnbr1r0ty8vRGBAAAmJ7JnOr2gFrrvyf59+721Umeuolt1ib51RmYDQAAYEZM54gPAABALwgfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOb1KnxG61jK2KCnAAAA+qZX4bPnv74kS8+8eNBjAAAAPdOb8FlfR7Ps8yMpw8ODHgUAAOiZ3oTPvDKc/3jfKbn1uP0HPQoAANAzvQmfJBkuQ6ll0FMAAAB906vwAQAAeCSEDwAA0DzhAwAAzFnDe++Ra47bIUOZ3ntehE8Pzbv46uzxlRdlXV0/6FG2ant/5Na85ZYDBj1Gr+310R95DgGAn6jcc2+WH7E6w2V66SJ8emj0rruyz1tuzar1GwY9ylZt7HvX5ovvf/qgx+i1sauvyxf/n+cQAHh4ozffkqE/2imjdWxajyN8+uiwA/Jn//7p7DNvwaAn2apd85aD85m3vnPQY/Ta9998SD7zfz2HAMDDu/3Xfyp//bH3T/uIz8gMzbPFvPjks3L5q3YZ9BgD9bj538iT5y98YPmtL/54vv5rew1woq3Taxd/OCvmbZck2abMz2Gfvjy3b1g04Kn65VUTnsMFZSSHffIyzyFATyxb8B8bLb/ppZ/Iuc/fY0DT0LIDFn0ue8/bdtqP07vwOWnxD5LFPxj0GHPKc7dbk+dud8Ggx9iqDZehvO3Rlw96jF7zHAL02/Hb357jt/fzCHOXU90AAIDm9e6Iz0fvfExW3rv1nup20KJrc/z2t2+07rN375Bv3rP7gCbaeh29/WX5+UXjV9YbrWN5x637Zs3oNgOeql88hwD99bj5d+Q1O35/o3Xnrh3N59YcMpiBaNb+29yQF+7wo2k/Tu/C5wN/9n+y4+nfGPQYA3PxU56Za//+grxxp6seWPcHH3p+dvmLrw9wqq3TZ9/54qx63ilJknvrffnvXz0go1esGvBU/XLmO16cq14w/hyuqxvy37/25IyuvGozHwXAXHDhkUflNf/w4QeX192XN7z+d7Loc+cNcCpadMl+R+W7H/9u/nTni6f1OL061e3sexZlyap7Bz3GQI19Z2W+9NqfGfQYAAAbOeGDrxE9zIrRy6/M+b9z8NZzOev1dTR/+bvPT/natwc9ysANrx0d9AgAABsZXjfoCWjZ8L3rM5Y6rcfoTfgkybbfv2vQIwAAAD3Uq/ABAAB4JIQPAADQPOEDAAA0T/gAAADNEz4AAEDzhA8AANA84QMAADRP+AAAAM3rRfisq+uz/3+9KOWa1YMeBQAA6KE5Hz7bf3dNnnLaq7L7CVdk9M47Bz0OAADQQyODHmBzxi79bp5waVIHPQgAANBbc/6IDwAAwHQJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgeXM+fDYcdUju+eLuKQsWDHoUAACgp+Z8+KxbOpK373VWSimDHgUAAOipOR8+AAAA0yV8AACA5vUifIZTM7TT0sTpbgAAwCPQi/D56YUb8mdfOzND+z9x0KMAAAA91IvwGS5D2XfevGTYER8AAGDqehE+AAAA09Gb8BlKyVUvWJzh/fYe9CgAAEDP9CZ8hstQVv3G3+RHP7XToEcBAAB6pjfhAwAA8EgJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABo3qTCp5SypJRyRinlu6WUlaWUI0opS0spXy6lXNX9uWO3bSmlvK+UsqqUcnEp5eDZ/RIAAAB+sske8Xlvki/WWvdJ8pQkK5OcnOScWuteSc7plpPkWUn26v47KckpMzXshevuy7Y3rZ+phwMAALYSmw2fUsriJD+T5LQkqbXeV2u9I8mxSU7vNjs9yXHd7WOTfKyOOzfJklLK46Y76Ggdy0v/6NWZ/6ULpvtQAADAVmYyR3xWJPlhko+UUi4qpXyolLJtkp1rrTd229yUZOfu9rIk10/4+Bu6ddMylppHXXjHdB8GAADYCk0mfEaSHJzklFrrQUnuyYOntSVJaq01SZ3KJy6lnFRKuaCUcsH6rJvKhwIAAEzJZMLnhiQ31FrP65bPyHgI3Xz/KWzdn7d0969OsuuEj1/erdtIrfXUWuuhtdZD52XBI50fAABgszYbPrXWm5JcX0p5Yrfq6CSXJzk7yQnduhOSnNXdPjvJC7urux2eZM2EU+Kmpc4fSUqZiYcCAAC2IpO9qtvvJPl4KeXiJAcm+dMkf57k50opVyV5RrecJF9IcnWSVUn+NsnLZ2LQeWU4b/3U6bn7Vw+biYcDAAC2IiOT2ajW+u0kh27irqM3sW1N8orpjbVpT1s4lPXbOOIDAABMzWSP+AAAAPSW8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABonvABAACaJ3wAAIDmCR8AAKB5wgcAAGie8AEAAJonfAAAgOZNKnxKKa8tpVxWSrm0lPKJUsrCUsqKUsp5pZRVpZRPlVLmd9su6JZXdffvNqtfAQAAwGZsNnxKKcuSvCrJobXWJyUZTnJ8knckeXetdc8ktyc5sfuQE5Pc3q1/d7cdAADAwEz2VLeRJNuUUkaSLEpyY5KjkpzR3X96kuO628d2y+nuP7qUUmZkWgAAgEdgs+FTa12d5C+TXJfx4FmT5MIkd9RaN3Sb3ZBkWXd7WZLru4/d0G2/00Mft5RyUinlglLKBeuzbrpfBwAAwMOazKluO2b8KM6KJLsk2TbJM6f7iWutp9ZaD621HjovC6b7cAAAAA9rMqe6PSPJNbXWH9Za1yc5M8nTkizpTn1LkuVJVne3VyfZNUm6+xcnuXVGpwYAAJiCyYTPdUkOL6Us6t6rc3SSy5N8Nclzum1OSHJWd/vsbjnd/V+ptdaZGxkAAGBqJvMen/MyfpGCbyW5pPuYU5O8McnrSimrMv4entO6DzktyU7d+tclOXkW5gYAAJi0kc1vktRa35bkbQ9ZfXWSp25i27VJfnX6owEAAMyMyV7OGgAAoLeEDwAA0DzhAwAANE/4AAAAzRM+AABA84QPAADQPOEDAAA0T/gAAADNEz4AAEDzhA8AANA84QMAADRP+AAAAM0TPgAAQPOEDwAA0DzhAwAANE/4AAAAzRM+AABA84QPAADQPOEDAAA0T/gAAADNEz4AAEDzhA8AANA84QMAADRP+AAAAM0TPgAAQPOEDwAA0DzhAwAANE/4AAAAzRM+AABA84QPAADQPOEDAAA0T/gAAADNEz4AAEDzhA8AANA84QMAADRP+AAAAM0TPgAAQPN6FT5vvvnJWfSjDYMeAwAA6JmRQQ8wWevraC76zf2z4DvnD3oUAACgZ3p1xAcAAOCRED4AAEDzhA8AANC8Of8en+2vujMrzjopZaxk31uuzdigBwIAAHpnzofP2HdWZu+Xjd92PTcAAOCRcKobAAAwZw1tv31+vOu2GUqZ3uPM0DyzrozM+YNTAADADPvRc56UL77//Rku00uXXoTPyG6Pz3EX35jh/fYe9CgAAMAWVIeSRUPzp/04vQifOjKcX9n+ytR5w4MeBQAA2IJ2Pmd1nvTel2e0Tu8yZ70In9y+Jk//+9/N0M23DXqSOWH+9bdm98+8NLeM3jPoUbZqy/5jNAec9xuDHqPXlv3nBs8hAPATbfj+dVn+b2syljqtx+lF+IzeeltWvOkb2XDTzYMeZU7YcO312ecPrshNo46ADdLCz38z2352h0GP0WsL/vn8bHuG5xAAmLyXXP+07HD11COoF1cMKCMjKU/aO7VM70oOLVm/w/wsLKNJknsfXVMO2n/AE22d7tll/HcHQxnK3fsszaJF9sNU3f8cJsndT9wxixZ6DgH64M7dFmy0fO/Ofh5h9ty55/ZJkk/fvTjfe+u+WfKv35jyY5Rap3fIaCbsUJbWw8rRD3v/8J4r8rGv/n12HNpmC041991/ZYvpnu/I9NgP0+c5BOiniVfZ8j2c2Xbn2No8/3//RjZc/f2fuN2/1TMurLUe+tD1vTjikyTzytC0L2HXKs/L3GA/TJ/nEKC/fA9ni5jGQZte/B9ab7gxx/zOa3LOvd7TAgAAW5t//vHCPPtVr83YjY/8Pf+9OOIztnZtFv3jN/PaFb+d+xYPehoAAGBLWnBH8tjPfT3TOaGyF+GTJKk1j3vX1wc9BQAA0EO9ONUNAABgOoQPAADQPOEDAAA0T/gAAADNEz4AAEDzSp3GPwI0Y0OUcleSKwY9B7PiUUl+NOghmDX2b7vs23bZt+2yb9tl307NE2qtj37oyrlyOesraq2HDnoIZl4p5QL7tl32b7vs23bZt+2yb9tl384Mp7oBAADNEz4AAEDz5kr4nDroAZg19m3b7N922bftsm/bZd+2y76dAXPi4gYAAACzaa4c8QEAAJg1wgcAAGjewMOnlPLMUsoVpZRVpZSTBz0PU1NK2bWU8tVSyuWllMtKKa/u1i8tpXy5lHJV9+eO3fpSSnlft78vLqUcPNivgM0ppQyXUi4qpXy+W15RSjmv24efKqXM79Yv6JZXdffvNtDB+YlKKUtKKWeUUr5bSllZSjnC67YNpZTXdt+PLy2lfKKUstDrtp9KKR8updxSSrl0wropv05LKSd0219VSjlhEF8LG3uYffvO7nvyxaWUz5VSlky4703dvr2ilPILE9b7OXoKBho+pZThJH+d5FlJ9kvy66WU/QY5E1O2Icnra637JTk8ySu6fXhyknNqrXslOadbTsb39V7dfyclOWXLj8wUvTrJygnL70jy7lrrnkluT3Jit/7EJLd369/dbcfc9d4kX6y17pPkKRnfx163PVdKWZbkVUkOrbU+KclwkuPjddtXH03yzIesm9LrtJSyNMnbkhyW5KlJ3nZ/LDFQH83/3LdfTvKkWuuTk1yZ5E1J0v1cdXyS/buP+UD3S0k/R0/RoI/4PDXJqlrr1bXW+5J8MsmxA56JKai13lhr/VZ3+66M//C0LOP78fRus9OTHNfdPjbJx+q4c5MsKaU8bstOzWSVUpYn+aUkH+qWS5KjkpzRbfLQfXv/Pj8jydHd9swxpZTFSX4myWlJUmu9r9Z6R7xuWzGSZJtSykiSRUlujNdtL9Va/zPJbQ9ZPdXX6S8k+XKt9bZa6+0Z/+H6oT9ws4Vtat/WWv+11rqhWzw3yfLu9rFJPllrXVdrvSbJqoz/DO3n6CkadPgsS3L9hOUbunX0UHeKxEFJzkuyc631xu6um5Ls3N22z/vlPUl+L8lYt7xTkjsmfGOeuP8e2Lfd/Wu67Zl7ViT5YZKPdKcxfqiUsm28bnuv1ro6yV8muS7jwbMmyYXxum3JVF+nXr/99FtJ/qW7bd/OkEGHD40opWyX5LNJXlNrvXPifXX8mumum94zpZRjktxSa71w0LMw40aSHJzklFrrQUnuyYOnyyTxuu2r7hSmYzMet7sk2TZ+u98sr9M2lVJ+P+NvJfj4oGdpzaDDZ3WSXScsL+/W0SOllHkZj56P11rP7FbffP+pMN2ft3Tr7fP+eFqSZ5dSvp/xw+dHZfx9IUu6U2iSjfffA/u2u39xklu35MBM2g1Jbqi1ntctn5HxEPK67b9nJLmm1vrDWuv6JGdm/LXsdduOqb5OvX57pJTym0mOSfK8+uA/tmnfzpBBh8/5SfbqrjYzP+Nv3Dp7wDMxBd254KclWVlrfdeEu85Ocv+VY05IctaE9S/srj5zeJI1Ew7ZM4fUWt9Ua11ea90t46/Nr9Ran5fkq0me02320H17/z5/Tre930TOQbXWm5JcX0p5Yrfq6CSXx+u2BdclObyUsqj7/nz/vvW6bcdUX6dfSvLzpZQduyOCP9+tY44ppTwz46eXP7vW+uMJd52d5PjuKowrMn4Bi2/Gz9FTVgb9/a2U8osZfx/BcJIP11r/ZKADMSWllKcn+a8kl+TB94G8OePv8/l0kscnuTbJc2utt3V/Eb8/46de/DjJi2qtF2zxwZmSUsqRSX631npMKWX3jB8BWprkoiTPr7WuK6UsTPJ3GX+f121Jjq+1Xj2gkdmMUsqBGb9oxfwkVyd5UcZ/GeZ123OllLcn+bWMnypzUZIXZ/y8f6/bnimlfCLJkUkeleTmjF+d7R8zxddpKeW3Mv53c5L8Sa31I1vwy2ATHmbfvinJgjx41PXcWutLu+1/P+Pv+9mQ8bcV/Eu33s/RUzDw8AEAAJhtgz7VDQAAYNYJHwAAoHnCBwAAaJ7wAQAAmid8AACA5gkfAACgecIHAABo3v8HY7D0E9RvlSQAAAAASUVORK5CYII=" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "# Predict lines and reconstruct grid" + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 8, - "id": "e1d0f205", - "metadata": {}, + "execution_count": 16, + "source": [ + "from table_reconstruction.utils.cell_utils import (\n", + " calculate_cell_coordinate,\n", + " get_intersection_points,\n", + " predict_relation,\n", + " sort_cell,\n", + ")\n", + "from table_reconstruction.utils.lines_utils import get_coordinates\n", + "from table_reconstruction.utils.mask_utils import normalize\n", + "from table_reconstruction.utils.table_utils import (\n", + " DirectedGraph,\n", + " convertSpanCell2DocxCoord,\n", + ")" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 17, + "source": [ + "mask = normalize(img, mask_img=mask)\n", + "mask = np.array(mask[5 : h + 5, 5 : w + 5])" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 18, + "source": [ + "plt.imshow(mask)" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "True" + "" ] }, - "execution_count": 8, "metadata": {}, - "output_type": "execute_result" + "execution_count": 18 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
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" + }, + "metadata": { + "needs_background": "light" + } } ], - "source": [ - "img.shape[0:2] == mask.shape[0:2]" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": null, - "id": "7bf142bc", - "metadata": {}, + "execution_count": 19, + "source": [ + "normalize_thresh = 15\n", + "tab_coord, vertical_lines_coord, horizontal_lines_coord = get_coordinates(\n", + " mask, ths=normalize_thresh\n", + ")\n", + "\n", + "\n", + "intersect_points, fake_intersect_points = get_intersection_points(\n", + " horizontal_lines_coord, vertical_lines_coord, tab_coord\n", + ")\n", + "\n", + "cells = calculate_cell_coordinate(\n", + " intersect_points.copy(),\n", + " False,\n", + " normalize_thresh,\n", + " [horizontal_lines_coord, vertical_lines_coord],\n", + ")\n", + "\n", + "fake_cells = calculate_cell_coordinate(\n", + " fake_intersect_points.copy(), True, normalize_thresh\n", + ")\n", + "\n", + "if len(cells) <= 1:\n", + " pass\n", + "cells = sort_cell(cells=np.array(cells))\n", + "fake_cells = sort_cell(cells=np.array(fake_cells))\n", + "\n", + "hor_couple_ids, ver_couple_ids = predict_relation(cells)\n", + "\n", + "H_Graph = DirectedGraph(len(cells))\n", + "H_Graph.add_edges(hor_couple_ids)\n", + "nb_col = H_Graph.findLongestPath()\n", + "V_Graph = DirectedGraph(len(cells))\n", + "V_Graph.add_edges(ver_couple_ids)\n", + "nb_row = V_Graph.findLongestPath()\n", + "\n", + "span_list = convertSpanCell2DocxCoord(\n", + " cells, fake_cells, list(range(len(cells))), nb_col\n", + ")" + ], "outputs": [], - "source": [] + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 20, + "source": [ + "print(\"Number of colums: {}\".format(nb_col))\n", + "print(\"Number of rows: {}\".format(nb_row))\n", + "\n", + "for coord, span in zip(cells, span_list):\n", + " print(coord, span)" + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Number of colums: 5\n", + "Number of rows: 3\n", + "[6, 125, 4, 94] {'id': 0, 'x': [0, 0], 'y': [0, 0]}\n", + "[125, 1308, 4, 94] {'id': 1, 'x': [1, 4], 'y': [0, 0]}\n", + "[6, 125, 94, 515] {'id': 2, 'x': [0, 0], 'y': [1, 1]}\n", + "[125, 288, 94, 515] {'id': 3, 'x': [1, 1], 'y': [1, 1]}\n", + "[288, 423, 94, 515] {'id': 4, 'x': [2, 2], 'y': [1, 1]}\n", + "[423, 1038, 94, 515] {'id': 5, 'x': [3, 3], 'y': [1, 1]}\n", + "[1038, 1308, 94, 515] {'id': 6, 'x': [4, 4], 'y': [1, 1]}\n", + "[6, 125, 515, 893] {'id': 7, 'x': [0, 0], 'y': [2, 2]}\n", + "[125, 288, 515, 893] {'id': 8, 'x': [1, 1], 'y': [2, 2]}\n", + "[288, 423, 515, 893] {'id': 9, 'x': [2, 2], 'y': [2, 2]}\n", + "[423, 1038, 515, 893] {'id': 10, 'x': [3, 3], 'y': [2, 2]}\n", + "[1038, 1308, 515, 893] {'id': 11, 'x': [4, 4], 'y': [2, 2]}\n" + ] + } + ], + "metadata": {} } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" + "name": "python3", + "display_name": "Python 3.7.0 64-bit ('table_reconstruct': conda)" }, "language_info": { "codemirror_mode": { @@ -153,9 +520,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.7.0" + }, + "interpreter": { + "hash": "075fefd6b16cbc3cef747d4dc32e065c712d3fb250a562f75e093b452dfc2b92" } }, "nbformat": 4, "nbformat_minor": 5 -} +} \ No newline at end of file diff --git a/example/table.png b/example/table.png index cf86fa250749f8abadda4d333e8b297cc5771379..cda65533cad9a317d49bc78f12d79265e89d9299 100644 GIT binary patch literal 440232 zcmeFZ_dD1B`#!F1q-2#*LKKm*M-fRfGqcIwGApyBA(`1*R#rA4v}DUj86h(>LPEyp zd^}(8*ZcS$-{bQKe13R7e&|3v9{2n0cHOS)JkRUA?*7-5u8@<`lM)dTkzbXSRwW|Z zn?^)L98J6vKM@yD86(<3M08bJQvG)P?7*#y)b-mETPe5pNbWhL!t&(t(L&=Lf%?nb zA89YE6b8_n1k-!)NA`HsQ_={yr5f{SUE_L8yz>bgG4U0NpDTarJ^5-kzr8K|DqMY@ z$>;6hx1Y0vv$HKWw=DJx2eIPw{_|RxX z``@pLmUsJl{qHyKJKu``?>86j88Q9$o4bh@3l9GGn~TcFd-nbJo8*)Ke$2m%_HU&9 zdv5+sHvi3uME|DFf9uV^)$?D-@h^b-7j^zWi=jVOwh<9|cB`tXnV6W6FlS_Bh>MF? zwgu@>Qc)Eb6`enSUO`dOHQ_MPaleq)uU|(;A36EYOaI3nBBGib!AufuZEfs+pI@lF 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