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@kolibril13
Created July 24, 2022 10:53
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manim_video_preview_idea
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Manim Community <span style=\"color: #008000; text-decoration-color: #008000\">v0.15.2</span>\n",
"\n",
"</pre>\n"
],
"text/plain": [
"Manim Community \u001b[32mv0.\u001b[0m\u001b[32m15.2\u001b[0m\n",
"\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Jupyter Capture Output v0.0.5\n"
]
}
],
"source": [
"from manim import *\n",
"import jupyter_capture_output"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
" \r"
]
},
{
"data": {
"text/html": [
"<video src=\"media/jupyter/HelloManim@[email protected]\" controls autoplay loop style=\"max-width: 50vw;\" >\n",
" Your browser does not support the <code>video</code> element.\n",
" </video>"
],
"text/plain": [
"<IPython.core.display.Video object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%capture_video --path \"test.mp4\"\n",
"%%manim -v WARNING --disable_caching -qm HelloManim\n",
"# set the maximum width for video outputs to a predefined value\n",
"config.media_width = \"50vw\"\n",
"# embed video\n",
"config.media_embed = False\n",
"\n",
"class HelloManim(Scene):\n",
" def construct(self):\n",
" self.camera.background_color = \"#ece6e2\"\n",
" banner_large = ManimBanner(dark_theme=False).scale(0.7)\n",
" self.play(banner_large.create())\n",
" self.play(banner_large.expand())"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<class 'numpy.ndarray'>\n"
]
}
],
"source": [
"import cv2\n",
"vidcap = cv2.VideoCapture('test.mp4')\n",
"success,image = vidcap.read()\n",
"print(type(image))\n",
"count = 0\n",
"imgs = []\n",
"while success:\n",
" b,g,r = cv2.split(image)\n",
" image_rgb = cv2.merge((r,g,b))\n",
" imgs.append(image_rgb)\n",
" success,image = vidcap.read()\n",
" #print('Read a new frame: ', success)\n",
" count += 1"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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e57Hvw3189tlnnDlzhk8//ZTlzc2Ao662hn0ffsj/+vWvOXzkMO++8w7JxPROKQc8ePiQc13fUAwsu3bupLGhHuNseLz03grd1xK9uRnCEMgm0mxatppVS5vpHxrk8fAAPbkBcrkcxWJA4CzWM6STSWrTGZYsaqClrolMTQ2e55EOJo2lOf2GpqLQrTLjwiJxOzDA2PmL+K6IcxbPeATwatnrHIYi5s4tuHEds2lLtHROxRziVxL1z01ceIHVa1azZcsWvjp9mq++/po//vnPy1eMH+zdw+9//3vOnTvHvXv3eGv9eqb7cjt+4hQDQ8PU1tXx0b59+KWRRWu13GQMylf9DooGcJYafLK1DayobYgWISIadwhruEs1uKWWcFRGHk5pr1jXQaam7oUqs8ajaB3fd53DDjzBWB+H93pr5Eb9aDYYJnfmFMHoYzDFGWpePPsFkskEBw4cwPd8Dh8+zEguV35hNS9rZvv27eSGcxw7dowgCKJxwRc/kcHBQU6eOIGzji1tm1m3bl15UNGUF8J6/tcwKj+aWZP6XKNhL3zfi6pF/PAwHp4Z31HYRUuOqsv2h1HoVo2LPhryPffh2wvAKJgigTFYPNxrdn45E+CePia4fAPP2ar+MtvafkzL2rXc7e7m8uXL5f4+3/fp6OgglUpx4sQJ+vunUUPsoKvrG+7ef4DnGTr2d5BKJcdbUi5cfe25BaTu2X5eiYeNSkhKlQiqRng1Ct2qiMb4vQC/OED+9JckR/vwzMxO4DUOXFBk+JtL5Aeeli/9ZjqPDFBbU8sHH36As5ZDhw8TWFtu4mx6exMbW1vp7e3lbOfZ8D7Rped4/e5410fRwuEjx8nni6xauZK2trawlV5+QXulmRBTNKH0Yo+dmXTIK1PoVokzlsCNMnblG0buXCbwi+XWQfhDf/1oNLiwW2HwISNff40NZmBrn0mtl8rX2Z7de6hvaODit5e4e/8+RKVd6XSa/R37ccChI4fJRwuQh9+hz8RXqcfNW7f59tJFkkmffe0fUldbE/YNlioWjMEGYAMwOkVlntEZXSUeHsWhIXJdlyDIl2PHRLNzxvstX1E5DR0+eQo3r5K/9wCvipfdy5YtZdfOXQwNDXH8+PFo0C38Rnbs2MHSJUu4du0a165dnXJrGOcsRw8fYmxkmIZFtezZ/f5zW08u7nVfRWKi0K0CB2CLmPOXKT6+TdIV8WyiasvpWQNeMETu4nG84kjVrv4Sns+Bjg7SmTQnT5yM+m/DCaaLFy9m9549jI2NcfjwEawNou93vJDI4Xjy5AlffnkKgHe3b2fFipXh1zDejC2ILjKb6SyvAgPQ18/Qre8gHeASGVwyg00kq3Lg+/iewzy8wvDtG1X7noyBtzZsoLW1lcc9j+k63zU+gu0Z2tvbqauto/NcJz09PeV7OhcNkFnHmTNn6e3tJZ1K0/FRB77vT5jaW/rDe2a+fqnrAQ3iVJv6batKdbrV4AxkFtH4h38S1dSCM45X63Gd/tnvDBQz2SgIX63/4kWtceccqVSCffv2cenSJb744gve3/0+2XQGA6xZs4at27Zy9vRZjp84xaeffornhTW31sHI6ChfHD6MMR5vt7byo00bcTYIV7uaVBtsTFiuVLmTBsaCsRgTzNDSWCLxU+hWSyYN2WVAVDiOT9L6VHXpfONImPxrtVJe1IAsTdF9b8cOmpubuXb9Gjeu32BrWxsQ1fPuP8C5zgucOPk1H3/8MXV1NeVqhGvXrnH79h2MZ+jo+Ih0Ol1RtRAqlYyVFkqp/N6IVlqzLkA1YzJXqXuhijw3fuCKBIwReKPVO8wYVGVfiXEGaGxqYvf7uxkbG+OLL76gYIPye8mWLVtoWdfCvbv3uXjxYlhXa8J1Fr744hBj+TGWLl3Crl07K1YNc5MOkflLoVsNUZ+YqzwojchX75iJvHpZxYCLvr0PPviAbDbL+a7zPHnyBKKJDelMhr1791IMinx+MFwO0jnLg0cPOHf+GyyO3bvfp2HxIoxx0TGdJ/aS/xeZIxS6MSpNoazWMSNjS9P4GgZHy7o1bNu6jYGBAU6dOgVR8Ht47N6zh0WL6vn22++43X2PwMGJE6cYGBykJltDe3v7+LvRtNvl4a6GzloCG7zGbhUib5ZCNyaT9/Gq5vFaXtLUNdFtEr7PRx+143keJ44fJ5cbipZddCxduphdP9nBcC7H0WPHGRoa5sSJkwC0tbWxevUaXm2KUzTLzTqsU+jK3KTQlR+sFO7btm5jfct67nR3c/Hby3jGAyzGWPZ37COTSXPq1EkOfnGQhw8ekEwm6ehoJ5lMvHrvgDPgtJe3zF0K3XnqOTsAzbiamix79+6lkC9w8OBBisVw+q8xsP6tFjZt2kRvby+//e1vGcvnWblyJVu2biEsQ3jVJxdWNahOV+Yqhe689gNqfCGsIn5mOu74n+NH2JGAMbz//m4am5Zw8eIlbt25gw2HC0ln0nz8yU9JJZOM5HIkPEP7hx9QX1tb3oX2pc/J2opwHa9s8IyPp92AZY5S6M5b5Ridvudk4fPjcTx6VzQvY8f2dxkeGuTYsaNY56IJDZad723nk08+xvc8Ghsb2PfB3vIJ97KWqnNu4mCZcdGEiLB+wvN06srcpDN3nnqVQbUX7fc4edirfBj46KN20uk0p78+TV9ff7QymCGVSuH7HtaF2/E0L19efm6vqlR6Z61qxmRuUugK8BrT7Q20btzIhtaNPHzUw5mznWHoOo+BgQFOn/6adDJJ+4cf4r1k+Gw627x40aI4TtULMkcpdGWC8V0Zpl/3m0pn2X/gpxjjc+jQUXKjecDj7NkuHj3qoXXjRlo3tk4ZueXJHaXnYEw0FdgbbxVHdb3WgXXgzMsiXGR2UuhKmQOstWEdrA2i/cpeMq3YgbEBO997l+bmJm7dvMbVq9cYHStw6MhRrDO0t4frLLzo65QH6Vz4HIrFAp5nKgI5bItbHMHk/l6ROUShK+Oco+/pU3CO0dFRRkZy075rff0idu9+n/zYGIcOHeLqtTB8lzY1sWPH9nKL9UX9uWG4OoaHhwFIp9Pl7gQT3TedTgGOvr6n0ZuCSsdkblHoLnClel4HDAwOcunSZQCGhobo6uoqX/aXb/eca3pjwDeG9g/3UVtbS2dnJ7/5m98wOppnz569NDU2lkPz2cef2K3Q39/PhYsX8Dw/mrk2voWPMYY1a9aCgc5zneRGRrCl58eUY4Ais4pCd4Gq7EctBpZHjx7zl3/5P7h79x6ZbBYc/NVf/5pDh44yOJQL+1GjS/xJG/CUjzVrVrNt61YGBwe4ePEbFtXW0N6+b1qt0WIx4PvHj/mff/XXdN/pZt26dWzatKm8kA6Ewbtz53usXLGS7767wn/9b/+du/fuky8GU+9hKTLLaD3dBaynp5f/94+fc+NWNzduXKevrw9jPNY0N/Po0SOePBngV//5v7B8+d/S0tLChg0b+PnPPqE2m2FCCzT6eslEgv0H9nOm8yyFQoGtW39MS8vaFz6Hx48f8/nnn3P95i1u3bpNX38f1loSqTS//s1v8IyHrZgk4Zwjk0oRWMfBQ0f4+kwnLS0trF61kp/u72DTprer9wMTmQEK3QWl8lIeznae5X//7f+hGJS6DQzGOO7c7g4rF5whKDru3XvA/QcPOXe+iy1tW2j70Uamuphva9tCa2srN2/e5A8OHCDh+y8s7+rq+ob/+3d/R74YhM8wan1fu3aN69evhwN7jC9babzxnSXCLpEhLly4yLcXL1DMj7FxY6u285FZTaG7gDhnIKpGcMCePbtJJDMMDY1Eq3aZcIOGypCMdhw2xtC0ZAnrW9bzot7Tmpoa/vSf/il379xi+7vbcC54/nOJvvT777+Pn/DDLgw78XGdDWe3lUJ0Qh2v8crdHQCZlM/2bdvCLX60jbDMYuZFJ2jP/ds6e+eRytZseYAsWi6xfPle0aqEaMccY8NsK1ULOPPcvdSiDofy/ay1Uw6gVQqnDk9cyKa0z5tzdnzbHhftmOYcGD/cBmj8q+CbGFb5EZmGpatapjzp1dJdQMz4zIeKSQeT/r38YcI9oy3Kwi0wpjqbKmL7hbd73v1K6/SWWtmlsC4/tyhwPQDPALY8pFfe4F2DaTIHKHQXuOl1fZqKj9O99fTXWKi83ZS7EZuXta1F5gaVjImIxEihu4BoAoHIm6fQFRGJkUJXRCRGCl0RkRgpdEVEYqTQFRGJkep0FxDVs4q8eWrpiojESKE7i021aLiIzF0K3VntlffoFZFZSn26s5gxauaKzDdq6YqIxEihKyISI3UvyCz2JrpX1Icu1aXQlVkuzuBV4Er1KXRl1inHrPMgzsHESTtPOCoXVy/tjBnf05H5SaErs1LeGk59eYniSAFvhoL3ZXlprcXa8Y00A2swfoIPP9hKbVbDHzIzFLoyqzjncAYKhSL/8Nlhbt14HH3G4F6jlWkceC/pqnCuvMNb2ZLGOnZsf5u6bM0znxN5FQpdmXWcg8CGwWvdzLQww10zXpbabmKXgjEUA4BAgSszRqE75zzvxT/POhpd1OKNWr0Q09y852x+6UpbG4vMEHVUzSHOhS0xRYDI3KWW7lzjAMy8a9xOMJ+/N1nwFLpziDELI40M4GHf9NMQqQp1L8isYsr9qupEkflJoSsiEiOFrohIjBS6c4xDF94ic5lCV0QkRgpdEZEYKXRFRGKk0BURiZEmR8wxC2N6hMj8pZauiEiMFLoiIjFS6IqIxEihKyISI4WuiEiMFLoiIjFS6IpIdWnBkAkUujKJKoFFqkmTI2QSNUlkhul9fAK1dEVEYqTQFRGJkUJXRCRGCl0RkRgpdEVEYqTQFXkhDb3LzFLJmMxKnkngeSkMhjdSxlZ6SOOwzo//8WXeUujKrGTw8IyPeUOZW8k5tXZl5ih0ZfYxYDwfg8HgcNjonyeGn5uUxqXPl/598u2f9zi4yYke3cc4DIakD76v0JWZo9CVWcjg+T67d7/Dhg2rsYEt/3sp/iYHbunzE5vFL47dTDqF540Pa+QLBYrFgGQygQHyYwUaGmrIZpKv882ITGDcM+/043ru39acUImdAzAezvm86PycvlILeMIj4DFxmKy0LovBYFz0d2MBiyndW41emYalq1qmPFPU0pVZJ7zqtxgsxsxMzk0V3WaKvzNDjysymUJXZqWZDjwFqMwWqtMVEYmRQldEJEYKXRGRGCl0RURipNAVEYmRQldEJEYKXRGRGCl0RURipNAVEYmRQldEJEYKXRGRGCl0RURipNAVEYmRQldEJEYKXRGRGCl0RURipNAVEYmRQldEJEYKXRGRGCl0RURipNAVEYmRQldEJEYKXRGRGCl0RURipNAVEYmRQldEJEYKXRGRGBnn3Jt+DiIiC4ZauiIiMVLoiojESKErIhIjha6ISIwUuiIiMVLoiojE6P8DL3Ezk1/m8ugAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"(-0.5, 1279.5, 719.5, -0.5)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"plt.imshow(imgs[30])\n",
"plt.axis(\"off\")\n",
"plt.show()\n",
"plt.imshow(imgs[50])\n",
"plt.axis(\"off\")\n",
"plt.show()\n",
"plt.imshow(imgs[100])\n",
"plt.axis(\"off\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def round_corner(img,radius ):\n",
" shape = (2 * radius, 2 * radius)\n",
" x, y = np.indices(shape)\n",
" circ = (x - radius) ** 2 + (y - radius) ** 2 <= radius**2\n",
" array = np.zeros(shape)\n",
" array[circ] = 255\n",
" array = np.insert(array, obj=radius, values=np.full((img.shape[0] - 2 * radius, array.shape[1]), 255),axis=0)\n",
" array = np.insert(array, obj=radius, values=np.full((img.shape[1] - 2 * radius, array.shape[0]), 255), axis=1)\n",
" img[:, :, 3] = array\n",
" return img"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%manim -v WARNING --progress_bar None -s -ql -r 800,300 --disable_caching MyExample\n",
"class MyExample(Scene):\n",
" def construct(self):\n",
" global rgba\n",
" rgba = change_to_rgba_array(imgs[30])\n",
" rgba = round_corner(rgba,300)\n",
" m= ImageMobject(rgba)\n",
" mx = SurroundingRectangle(m, color= RED,corner_radius = 2.3, stroke_width=5 , buff=0)\n",
" g1 = Group(m, mx).scale(0.6)\n",
" g1.to_edge(LEFT, buff = 0.2).shift(UP)\n",
" rgba = change_to_rgba_array(imgs[50])\n",
" rgba = round_corner(rgba,300)\n",
" m= ImageMobject(rgba)\n",
" mx = SurroundingRectangle(m, color= RED,corner_radius = 2.3, stroke_width=5 , buff=0)\n",
" g2 = Group(m, mx).scale(0.6)\n",
" rgba = change_to_rgba_array(imgs[100])\n",
" rgba = round_corner(rgba,300)\n",
" m= ImageMobject(rgba)\n",
" mx = SurroundingRectangle(m, color= RED,corner_radius = 2.3, stroke_width=5 , buff=0)\n",
" g3 = Group(m, mx).scale(0.6)\n",
" g3.to_edge(RIGHT, buff = 0.2).shift(DOWN)\n",
" self.add(g1, g2,g3)"
]
}
],
"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": "3.8.13"
},
"vscode": {
"interpreter": {
"hash": "f419f3e4f8440f4eae187c89770dbf8df203503b687b13e42ea0c48f3a6144f8"
}
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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