notebooks/svglib.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.chdir(\"..\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from deepsvg.svglib.geom import Point, Angle\n",
    "from deepsvg.svglib.svg import SVG\n",
    "from deepsvg.svglib.utils import make_grid"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# SVGLib walk-through"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading & displaying"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "dolphin = SVG.load_svg(\"docs/imgs/dolphin.svg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dolphin.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For proper displaying, SVGlib expects SVGs to be drawn in a normalized viewbox of size 24x24. Stroke-width will appear to thin if a larger viewbox is used and too thick if the viewbox is too small."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bbox(0.0 0.0 294.8680114746094 294.8680114746094)\n"
     ]
    }
   ],
   "source": [
    "print(dolphin.viewbox)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can **normalize** an SVG with the `normalize` method which will properly scale the points to fit a 24x24 window."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bbox(0.0 0.0 24.0 24.0)\n"
     ]
    },
    {
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      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dolphin.normalize()\n",
    "print(dolphin.viewbox)\n",
    "dolphin.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `with_points` option lets you display the individual points of the path:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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   ],
   "source": [
    "dolphin.draw(with_points=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us \"unzoom\" a little, so that there is a little more free room on the borders of the image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
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     "metadata": {},
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   ],
   "source": [
    "dolphin.zoom(0.9).draw(with_points=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For easier training of DeepSVG, the following \"canonicalization\" strategy is used:\n",
    "- an SVG path is oriented clockwise and starts from the topmost-leftmost point.\n",
    "- the path is simplified, so that points lie at approximately equal distance between each other."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
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    "Our simplification heuristic uses a combination of Ramer-Douglas-Peucker and Philip J. Schneider algorithms."
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    "Finally, generating a GIF from the drawing is as easy as:"
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controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dolphin.animate(frame_duration=0.1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Distinguishing individual paths"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "svg = SVG.load_svg(\"docs/imgs/rainbow.svg\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using the `draw_colored` makes it easy to distinguish the individual paths of an SVG image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
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      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "svg.draw_colored()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rotation and grid displaying"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here is a code sample showing how one can duplicate an existing icon, rotate it and display both icons side-by-side."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "clock = SVG.load_svg(\"docs/imgs/clock.svg\")\n",
    "clock2 = clock.copy().rotate(Angle(45))\n",
    "clock3 = clock.copy().rotate(Angle(90))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
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      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "make_grid([clock, clock2, clock3]).draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Manipulating individual paths"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
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       "<path d=\"M17.760000228881836 9.600000381469727 L17.760000228881836 9.600000381469727 C18.3551025390625 9.718419075012207 18.8338565826416 9.869729042053223 19.090347290039062 10.488951683044434 C19.47652816772461 11.421273231506348 18.76919937133789 12.479999542236328 17.760000228881836 12.479999542236328 C16.75080108642578 12.479999542236328 16.04347038269043 11.42127513885498 16.42965316772461 10.488951683044434 C16.686141967773438 9.869728088378906 17.164894104003906 9.718420028686523 17.760000228881836 9.600000381469727 L17.760000228881836 9.600000381469727\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M22.559999465942383 12.479999542236328 L22.559999465942383 10.079999923706055 L22.559999465942383 7.680000305175781 C22.38687515258789 7.261876106262207 22.018123626708984 6.893125057220459 21.599998474121094 6.720000267028809 L18.399999618530273 6.720000267028809 L15.199999809265137 6.720000743865967 L12.0 6.720000267028809 L8.800000190734863 6.720000743865967 L5.599999904632568 6.720000267028809 L2.40000057220459 6.720000267028809 C1.9818763732910156 6.893125057220459 1.6131258010864258 7.261876106262207 1.4400005340576172 7.680000305175781 L1.4400005340576172 10.079999923706055 L1.4400005340576172 12.479999542236328\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.732800483703613 16.507200241088867 L11.666399955749512 14.253600120544434 L9.600000381469727 12.0 L7.840000629425049 13.920001029968262 L6.080000400543213 15.84000015258789 L4.320000171661377 17.760000228881836\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M19.68000030517578 18.239999771118164 L17.760000228881836 16.31999969482422 L15.84000015258789 14.399999618530273 L13.920000076293945 16.31999969482422 L12.0 18.239999771118164\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "canvas = SVG.load_svg(\"docs/imgs/canvas.svg\")\n",
    "canvas.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us scale the mountain on the right and translate the sun to the left."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M21.600000381469727 19.200000762939453 L18.720001220703125 16.31999969482422 L15.84000015258789 13.4399995803833 L12.960000038146973 16.31999969482422 L10.079999923706055 19.200000762939453\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mountain2 = canvas[4]\n",
    "center = mountain2.bbox().center\n",
    "mountain2.translate(-center).scale(1.5).translate(center).draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M7.760000228881836 9.600000381469727 L7.760000228881836 9.600000381469727 C8.3551025390625 9.718419075012207 8.833856582641602 9.869729042053223 9.090347290039062 10.488951683044434 C9.47652816772461 11.421273231506348 8.76919937133789 12.479999542236328 7.760000228881836 12.479999542236328 C6.750801086425781 12.479999542236328 6.04347038269043 11.42127513885498 6.429653167724609 10.488951683044434 C6.6861419677734375 9.869728088378906 7.164894104003906 9.718420028686523 7.760000228881836 9.600000381469727 L7.760000228881836 9.600000381469727\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sun = canvas[1]\n",
    "sun.translate(Point(-10, 0)).draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M2.40000057220459 2.40000057220459 L4.559999942779541 2.40000057220459 L6.720000267028809 2.40000057220459 C7.499027729034424 2.9835729598999023 7.868569374084473 3.72873592376709 8.640000343322754 4.320000171661377 L11.880000114440918 4.320000171661377 L15.119999885559082 4.320000171661377 L18.360000610351562 4.320000171661377 L21.599998474121094 4.320000171661377 C22.018123626708984 4.493124961853027 22.38687515258789 4.861876010894775 22.559999465942383 5.28000020980835 L22.560001373291016 8.352001190185547 L22.559999465942383 11.42400074005127 L22.559999465942383 14.496000289916992 L22.560001373291016 17.56800079345703 L22.559999465942383 20.639999389648438 C22.38687515258789 21.058122634887695 22.018123626708984 21.426876068115234 21.599998474121094 21.599998474121094 L18.399999618530273 21.599998474121094 L15.199999809265137 21.599998474121094 L12.0 21.599998474121094 L8.800000190734863 21.599998474121094 L5.599999904632568 21.599998474121094 L2.40000057220459 21.599998474121094 C1.9818763732910156 21.426876068115234 1.6131258010864258 21.058122634887695 1.4400005340576172 20.639999389648438 L1.4400005340576172 17.184001922607422 L1.4400005340576172 13.72800064086914 L1.4400005340576172 10.272001266479492 L1.4400005340576172 6.816000461578369 L1.4400005340576172 3.3600006103515625 C1.6131258010864258 2.9418764114379883 1.9818763732910156 2.5731258392333984 2.40000057220459 2.40000057220459 L2.40000057220459 2.40000057220459\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M7.760000228881836 9.600000381469727 L7.760000228881836 9.600000381469727 C8.3551025390625 9.718419075012207 8.833856582641602 9.869729042053223 9.090347290039062 10.488951683044434 C9.47652816772461 11.421273231506348 8.76919937133789 12.479999542236328 7.760000228881836 12.479999542236328 C6.750801086425781 12.479999542236328 6.04347038269043 11.42127513885498 6.429653167724609 10.488951683044434 C6.6861419677734375 9.869728088378906 7.164894104003906 9.718420028686523 7.760000228881836 9.600000381469727 L7.760000228881836 9.600000381469727\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M22.559999465942383 12.479999542236328 L22.559999465942383 10.079999923706055 L22.559999465942383 7.680000305175781 C22.38687515258789 7.261876106262207 22.018123626708984 6.893125057220459 21.599998474121094 6.720000267028809 L18.399999618530273 6.720000267028809 L15.199999809265137 6.720000743865967 L12.0 6.720000267028809 L8.800000190734863 6.720000743865967 L5.599999904632568 6.720000267028809 L2.40000057220459 6.720000267028809 C1.9818763732910156 6.893125057220459 1.6131258010864258 7.261876106262207 1.4400005340576172 7.680000305175781 L1.4400005340576172 10.079999923706055 L1.4400005340576172 12.479999542236328\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.732800483703613 16.507200241088867 L11.666399955749512 14.253600120544434 L9.600000381469727 12.0 L7.840000629425049 13.920001029968262 L6.080000400543213 15.84000015258789 L4.320000171661377 17.760000228881836\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M21.600000381469727 19.200000762939453 L18.720001220703125 16.31999969482422 L15.84000015258789 13.4399995803833 L12.960000038146973 16.31999969482422 L10.079999923706055 19.200000762939453\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "canvas.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conversion to PyTorch tensor-format"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12.0 3.514719009399414 L20.485280990600586 12.0 L12.0 20.485280990600586 L3.514719009399414 12.0 L12.0 3.514719009399414\" fill=\"none\" filling=\"0\" stroke=\"black\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "square = SVG.unit_square().normalize().zoom(0.5).rotate(Angle(45))\n",
    "square.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[  0.,  -1.,  -1.,  -1.,  -1.,  -1., 128.,  37.,  -1.,  -1.,  -1.,  -1.,\n",
       "         128.,  37.],\n",
       "        [  1.,  -1.,  -1.,  -1.,  -1.,  -1., 128.,  37.,  -1.,  -1.,  -1.,  -1.,\n",
       "         219., 128.],\n",
       "        [  1.,  -1.,  -1.,  -1.,  -1.,  -1., 219., 128.,  -1.,  -1.,  -1.,  -1.,\n",
       "         128., 219.],\n",
       "        [  1.,  -1.,  -1.,  -1.,  -1.,  -1., 128., 219.,  -1.,  -1.,  -1.,  -1.,\n",
       "          37., 128.],\n",
       "        [  1.,  -1.,  -1.,  -1.,  -1.,  -1.,  37., 128.,  -1.,  -1.,  -1.,  -1.,\n",
       "         128.,  37.]])"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t = square.copy().numericalize().to_tensor()\n",
    "t"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`to_tensor` converts the `SVG` instance to a PyTorch tensor of shape $N_C \\times (1 + 13)$, representing the $N_C$ commands that constitute the SVG path. If the SVG has more than one path, commands will either be concatenated or `to_tensor` will output a list of tensors.\n",
    "- the first row represents the command type (`m`, `l`, `c`, `a`, `EOS`, `SOS` or `z`)\n",
    "- the 13 subsequent rows represent respectively: $r_x$, $r_y$, $\\varphi$, $f_A$, $f_S$, $x_1$, $y_1$, $q_{x1}$, $q_{y1}$, $q_{x2}$, $q_{y2}$, $x_2$ and $y_2$. Note that the first 5 rows are for a potential future compatiblity with elliptical arc commands, but aren't used in general.\n",
    "\n",
    "As described in the paper, unused arguments are encoded as -1.\n",
    "\n",
    "After numericalization, coordinates are between 0 and 255."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "from deepsvg.difflib.tensor import SVGTensor\n",
    "tensor = SVGTensor.from_data(t)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`SVGTensor` is a wrapper around this PyTorch raw data, and allows for easy padding/EOS/SOS processing as well as differentiable sampling of points along the path contours. More details in the `notebooks/svgtensor.ipynb` notebook!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "file_extension": ".py",
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  "pycharm": {
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