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", "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np; import matplotlib.pyplot as plt; import matplotlib.cm as cm\n", "%matplotlib inline\n", "from PIL import Image\n", "im = Image.open('imgs/dogs.png')\n", "im" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Single Pixel Modification\n", "\n", "As a reminder, we can use the `point` method to apply an arbitrary function to each pixel." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "pointed = im.point(lambda x: x+100)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pointed" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Filters\n", "\n", "A filter applies a *convolution kernel* to an image. \n", "\n", "Although this sounds fancy, this is just a generalization of the `point` method where the function takes as input the neighborhood of the pixels.\n", "\n", "The kernel is represented by an $n$x$n$ matrix where the target pixel is in the center. \n", "\n", "The output of the filter is the sum of the products of the matrix elements with the corresponding pixels.\n", "\n", "Examples (from [Wikipedia](https://en.wikipedia.org/wiki/Kernel_(image_processing)):\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
\n", "\n", "\n", "\n", "
IdentityBlurEdge Detection
" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "
\n", "" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Filters\n", "\n", "The PIL ImageFilter module includes a number of built-in convolution kernels that can be applied using the image `filter` method." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "((3, 3), 13, 0, (1, 1, 1, 1, 5, 1, 1, 1, 1))\n" ] } ], "source": [ "from PIL import ImageFilter\n", "\n", "print(ImageFilter.SMOOTH.filterargs) #shape, denominator, offset, coefficients" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[1 1 1]\n", " [1 5 1]\n", " [1 1 1]] 13\n" ] } ], "source": [ "filt = ImageFilter.SMOOTH.filterargs\n", "print(np.array(filt[3]).reshape(filt[0]),filt[1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The output is the sum of the product of the coefficients and the corresponding pixels divided by the denominator and incremented by the offset." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "def twoimgs(im1,im2):\n", " '''Return the result of putting two images next to each other'''\n", " w = im1.width+im2.width\n", " h = im1.height\n", " im = Image.new('RGB', (w, h))\n", " im.paste(im1, (0,0))\n", " im.paste(im2, (im1.width,0))\n", " return im" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# BLUR" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[1 1 1 1 1]\n", " [1 0 0 0 1]\n", " [1 0 0 0 1]\n", " [1 0 0 0 1]\n", " [1 1 1 1 1]] 16\n" ] }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "filt = ImageFilter.BLUR.filterargs\n", "print(np.array(filt[3]).reshape(filt[0]),filt[1])\n", "twoimgs(im,im.filter(ImageFilter.BLUR))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# SMOOTH" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[1 1 1]\n", " [1 5 1]\n", " [1 1 1]] 13\n" ] }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "filt = ImageFilter.SMOOTH.filterargs\n", "print(np.array(filt[3]).reshape(filt[0]),filt[1])\n", "twoimgs(im,im.filter(ImageFilter.SMOOTH))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# FIND_EDGES" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[-1 -1 -1]\n", " [-1 8 -1]\n", " [-1 -1 -1]] 1\n" ] } ], "source": [ "filt = ImageFilter.FIND_EDGES.filterargs\n", "print(np.array(filt[3]).reshape(filt[0]),filt[1])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "twoimgs(im,im.filter(ImageFilter.FIND_EDGES))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# SHARPEN" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[-2 -2 -2]\n", " [-2 32 -2]\n", " [-2 -2 -2]] 16\n" ] }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "filt = ImageFilter.SHARPEN.filterargs\n", "print(np.array(filt[3]).reshape(filt[0]),filt[1])\n", "twoimgs(im,im.filter(ImageFilter.SHARPEN))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Non-linear Filters\n", "\n", "There are also non-linear filters that don't compute sums of products. Instead, they compare the values of the neighboring pixels (e.g., max value, min value, median value)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "twoimgs(im,im.filter(ImageFilter.MaxFilter(5)))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Recursion - It's as easy as 1,1,2,3\n", "\n", "Recursion is when a function calls itself on a small version of the problem to compute the answer.\n", "\n", "It is a very useful way to think about complex, but decomposable, problems.\n", "\n", "" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/plain": [ "8" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def fib(n):\n", " if n <= 1: return 1\n", " return fib(n-1)+fib(n-2)\n", "\n", "fib(5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A recursive function must have a *base case*, an input that is eventually reached that does not require any further calls to the function ($n \\le 1$ above).\n", "\n", "What happens if you forget the base case?" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "ename": "RecursionError", "evalue": "maximum recursion depth exceeded", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mRecursionError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[16], line 4\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbrokenfib\u001b[39m(n):\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m brokenfib(n\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m)\u001b[38;5;241m+\u001b[39mbrokenfib(n\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m)\n\u001b[0;32m----> 4\u001b[0m \u001b[43mbrokenfib\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m5\u001b[39;49m\u001b[43m)\u001b[49m\n", "Cell \u001b[0;32mIn[16], line 2\u001b[0m, in \u001b[0;36mbrokenfib\u001b[0;34m(n)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbrokenfib\u001b[39m(n):\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mbrokenfib\u001b[49m\u001b[43m(\u001b[49m\u001b[43mn\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241m+\u001b[39mbrokenfib(n\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m)\n", "Cell \u001b[0;32mIn[16], line 2\u001b[0m, in \u001b[0;36mbrokenfib\u001b[0;34m(n)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbrokenfib\u001b[39m(n):\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mbrokenfib\u001b[49m\u001b[43m(\u001b[49m\u001b[43mn\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241m+\u001b[39mbrokenfib(n\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m)\n", " \u001b[0;31m[... skipping similar frames: brokenfib at line 2 (2970 times)]\u001b[0m\n", "Cell \u001b[0;32mIn[16], line 2\u001b[0m, in \u001b[0;36mbrokenfib\u001b[0;34m(n)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbrokenfib\u001b[39m(n):\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mbrokenfib\u001b[49m\u001b[43m(\u001b[49m\u001b[43mn\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241m+\u001b[39mbrokenfib(n\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m)\n", "\u001b[0;31mRecursionError\u001b[0m: maximum recursion depth exceeded" ] } ], "source": [ "def brokenfib(n):\n", " return brokenfib(n-1)+brokenfib(n-2)\n", "\n", "brokenfib(5)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# The Call Stack\n", "\n", "Every time you call a function, the function and its arguments are placed on the call stack.\n", "\n", "The call stack will eventually run out of memory.\n", "\n", "Python limits how many calls can be on the call stack." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "3000" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import sys\n", "sys.getrecursionlimit()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "sys.setrecursionlimit(6000) #broken fib will now take twice as long to crash" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Recursive Functions\n", "\n", "1. Must have base case - can provide the answer without further recursive calls (`if n <= 1: return 1`)\n", "2. Must make progress towards base case (`n-1`, `n-2`)\n", "3. Must make recursive call(s) (`fib(n-1)`, `fib(n-2)`)\n", "4. Must compute current (n) answer using recursive calls (`fib(n-1)+fib(n-2)`)\n", "5. Must return answer" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "def fun(L):\n", " val = L[0]\n", " if len(L) == 1: return val\n", " val2 = fun(L[1:])\n", " if val > val2: return val\n", " return val2" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [ { "data": { "text/plain": [ "10" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fun([9,4,6,1,3,10,2])" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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\n", "" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Flood Fill - Implementing the Paint Bucket" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "Click on a pixel, fill that pixel and all touching pixels of the same color with the fill color.\n", "\n", "`Flood-fill (pixel, target-color, replacement-color)`\n", "\n", "What is/are the recursive step(s)?\n", "\n", "What is the base case?" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# The Algorithm (from Wikipedia)\n", "\n", "Flood-fill (pixel, target-color, replacement-color):\n", " 1. If target-color is equal to replacement-color, return.\n", " 2. If the color of pixel is not equal to target-color, return.\n", " 3. Set the color of pixel to replacement-color.\n", " 4. Perform Flood-fill (one step to the west of pixel, target-color, replacement-color).
\n", " Perform Flood-fill (one step to the east of pixel, target-color, replacement-color).
\n", " Perform Flood-fill (one step to the north of pixel, target-color, replacement-color).
\n", " Perform Flood-fill (one step to the south of pixel, target-color, replacement-color).\n", " 5. Return." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--2023-10-30 20:44:07-- http://bits.csb.pitt.edu/images/image1.tif\r\n", "Resolving bits.csb.pitt.edu (bits.csb.pitt.edu)... 136.142.4.139\r\n", "Connecting to bits.csb.pitt.edu (bits.csb.pitt.edu)|136.142.4.139|:80... connected.\r\n", "HTTP request sent, awaiting response... 200 OK\r\n", "Length: 921814 (900K) [image/tiff]\r\n", "Saving to: ‘image1.tif.1’\r\n", "\r\n", "\r", "image1.tif.1 0%[ ] 0 --.-KB/s \r", "image1.tif.1 100%[===================>] 900.21K --.-KB/s in 0.02s \r\n", "\r\n", "2023-10-30 20:44:07 (55.5 MB/s) - ‘image1.tif.1’ saved [921814/921814]\r\n", "\r\n" ] } ], "source": [ "!wget http://bits.csb.pitt.edu/images/image1.tif" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "im = Image.open('image1.tif')\n", "(r,g,b) = im.split()\n", "b" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Counting Cells (or at least blobs of light)\n", "\n", "The idea is to threshold the image and then count the number of white blobs." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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pT+4VjgNbSIsiwFVwUeVKzw26DFeIUZq/9B1uVQJ0O2yWdwLZteakFm5afV7HRm2A9iEj9aoRlAiommTdANSk4O3BIZSTg+Nd29AMaPxip+9tRCXlJvtBrFvhGgJr7rjSFWrv2CsB0KsyICLgK74HXGyy46b+Kv684KP6jNHcoGsYBmoFQoCL48PL724RagJTaaDGC939awqEAF/8FhBOk84Z+NbqF7+PeyoQaIPKXHYBG7SCxe1OdQ8BSBEQH7iI3BmH8lOALZzF41EC9bruT7/G/kIYAowy9QF6TN0F51VZ2qNSMAR4CFYTEEF/Rte4urDBXJMAnZBPHwturVAj7hNxB9e4Nrl7am32a83vseER8L0Mxm2y0Q7n26Nv+S9ezdwHowX4KZBkCxcoJLrNlp4RyEcZRgvwg4Z87rs38FmiGRABiqROjV4vDKRx/hV2+rv6TeZ3AEAnJKUJdl2eLzR1YnAE1Pc/w1pQ9Yy/Q4x8JFXe7lRcjAhoFkA8l1T7N1E7NYJvTLDbexVEgMdOafCW7t50CKqiYrlioqjATjmiWBr7wbLRme/uYxDFbzIu3O4KLq67suC+MW6e2P3RmMUuIeeA9IJvk10ObJzRpPAuDKfNv88HDj5o7NTRAvStRkcFOhl+/LUwgrd16mgBnt+RVeXt1GX77mzsJoejLzbrAd/H1Nkg99XdxnePnfs6cVQUg8fhrjwLZ/E9JYZHwIVCkW7pD2DwrpWD8hbdUKUIu6ht6VQQAf7w3u0swAB1D87cIPsPyK7BautGQwWiCtDsNMqAIfCn4FV34UZwu7VFKpfyZo+bH0WAPzew2V0bT4E7apOAyGfbb926T67prwsoMyGb7e++Z/IOMmYs71I3n9IgSZYzPJc3L6eiSm8BybrLE7m+e1Z1ZynOfavvN2I6dINRUvCG6A+H3EQ+LwbfM/gbEC5RzXp5/sW/zINUyFj4zwdD1Y2mdMmi03gJVcpQ5Fxr6k2oFCxiPWD14tEZ3Rix7RpOERsYAd1w3zIUKgK6wQh4ld/xWWOeIUACyxQCvLOxKGnBfuP4KQRI/PBuPlOAZChzCJA52A/nEDiHAM/hQMxlfF03iQCpr6hMIsAzBVKgN3B13iwCLEP9wTKNAKmxLnAq7hA+vhSSeQR4fKIjpQnMPAJ8nfj683vK7zaS+cmKeQS4PH+j+/0XKT8DTvYrsvjqGdDPE4nf/c5nKt9Qrq5WP2OmCloagdtJt5nKNxang0snSsG5ne2oPzO670cXlvUD7hMWbzJmioB7qL8ATChASe/ATv2RQajD4vGbRDkTuTMMEu68tnrxGscIDj3iDYeFikzYBoSGaXgH70hffgVHj2+gOzzpc+p9aJiCHWG+PYcCTGlRilqPk8ANBEHCfJB2kcr9NA26fI3XJuXwm2O/+ZGJ/YmkpICXsz1PjrYkH6Z8T1TD9khn3Jyx9j+sxx1FAnD0dAicUjB8+3uogczyX5w88VO/YB6v0N89i7lvfyW9hmGwxiTcjTlbiQjljaH43Ip+TXsT6qr/jrnnV4BxxmCeOBBdGX5uBG0uxa7GRYBPTzBce1qPhwCPvB+uVi4ZrKrcjKEeBwGi66zBvitFofqasB8HnEh/Vy+A7gIkntgJ8aYmBjJMvugqwHiR4VIONvrMMzAXILzIetT92TWovw9MwZ3xOpE2KuYCnMy7FwN6rhkorxcqcI19L7hwnvGTHS/ptXsh2eC1InoWLt8zkvhMZg3uAny7PMwafR+eXPYiDp0Qyb7Bafmg2EFScqqNVepBrO2mhpjJulREL4DgvRjh4a1uKu8MjgP6Ip8XkoW94BPuri2l+Mp4REA5+BmFJpsQCzATTMFkKC4CZNQgtfhEQHAFgpv3KLxTcPRhGGrVGbYBi1B/3jgJELziwM17EoyAJShUd7wFCFqFdWaBGj8VXjMhMyy+pP468Fgnc/sgDNgGJEN5rABP4xsDYBceK8AzqL8+PFeAVBgEzxUgFQjBgwVIBSLwZAGWFAgpTk2Ktdm7AZCO7kek89w+tsr7PaKVrTw6Ah5u5Ydds/p+nSEaPv6hJIE/VOcH+fkhMDOUwQDwR+lTSj+n701yFMQcpbBAE7o3Qpz/2Mo0BZkfn2O1R/PwTkggtPAuMBQgGcrje8EzoKLpvTWtBOudoBqr0RzpzT7nyuH/4FZqDswIOMkgqyMl/YUaooGzVDdPk8CZN4qtzOToP74fiKJBQDNV5hzxusVOZ3Lw+/yHkIE0MtzkmD/5CFg4ESPKpvCAwzAaJXsMo8I/YZrQgALMeC+MO/vwXhQ4g1sQg81Ru/rR5CbizgQYwWWANh64FdDS7rxdI+s3BQL4DDAF88z7I/Tlmlr9RcjRmAPROdg1SSmpaLX6YoBZq1n/Ypo6hmoBwjsNMAUfMc9df5uJsgGkACm1Ii0z5fCuhBQgKaGFI8F/gA+VFGA4WvTHCHgJ+Nt2KPCaagJSgJwKsQNdrpACJCXmuhEpwNkBD4GIMyHgLosG9srAOBEQ2ImdafcE8C0dR4Dkg6QkLTLMbMAEA2RcybkL0tBxNI1Gp5QEdfYO0Szqr5J6DeK6D88yzSUMPDMBaIqBDh7UJLpJ71euAVizmewCaCUALQJ0SME2iQqyao+3oSBfsqniEGsfHl668UKI44A7KL88TX7ppr9WIGt3nYQhDUShoS9s6EfTh/FQ6/dVSFTzcKhVoJ0nbQ+6Ra5h7DkkCBADYNvVWMOxQQyATdfjVFxs6ira8FFr60k9CjA4VdrqPxVcfUUKMDoVR8Yh7zUBbBqppOceRebTz4yA0zMoxlQeLEsBzk7juq0y9o1JCjA8etLEG9bKqlIr24BzYLU24OJVrl88wGIEcg7mye81V2cKnoKDqh6c32oCJgU4BwdSG/wwUkVPmAKcGdQnkVZQgHOQk5oAzICchkAKcA4yz3yMV18NFOAMaNKf0+RA9DfDWSakhg5Pcl3q0pzYwQg4C1J863GJOk5USwFOwW8GHmNHOxTgFMh2zYGYrkC4x4kpFOB8iNsA4KVvLf8RBTgLq3p22wrLIa5SgLOgq5/CtABT+g9rVeWRjgKgYwAAAABJRU5ErkJggg==", "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "blobs = b.point(lambda x: 255 if x > 45 else 0)\n", "blobs" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Project\n", "\n", "* Implement a flood fill function.\n", " * There's some details missing from the algorithm...\n", " * You will need to load the pixel map with `load`\n", " * You will need to pass the width and height of the image to avoid going off the edge\n", " * You will likely need to increase the recursion limit\n", "* For every pixel in the image, if it is white (255) flood fill it with gray (128)\n", "* Count the number of times you do this\n", "* Display the final image\n", "* Display the average cell size. Its distribution." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "slideshow": { "slide_type": "notes" } }, "outputs": [], "source": [ "blobs = b.point(lambda x: 255 if x > 45 else 0)\n", "\n", "pixels = blobs.load()\n", "width = blobs.width\n", "height = blobs.height\n", "\n", "def flood(x,y,w,h,pixels):\n", " #hard code colors\n", " if x < 0 or x >= w:\n", " return 0\n", " if y < 0 or y >= h:\n", " return 0\n", " if pixels[x,y] != 255:\n", " return 0\n", " pixels[x,y] = 128\n", " ret = 1\n", " ret += flood(x-1,y,w,h,pixels)\n", " ret += flood(x+1,y,w,h,pixels)\n", " ret += flood(x,y-1,w,h,pixels)\n", " ret += flood(x,y+1,w,h,pixels)\n", " return ret\n", " \n", "sizes = []\n", "for i in range(width):\n", " for j in range(height):\n", " if pixels[i,j] == 255:\n", " sizes.append(flood(i,j,width,height,pixels)) " ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [ { "data": { "text/plain": [ "166" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(sizes)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.hist(sizes,bins=50);" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "def flood(x,y,w,h,pixels):\n", " #hard code colors\n", " if x < 0 or x >= w:\n", " return\n", " if y < 0 or y >= h:\n", " return\n", " if pixels[x,y] != 255:\n", " return\n", " pixels[x,y] = 128\n", " flood(x-1,y,w,h,pixels)\n", " flood(x+1,y,w,h,pixels)\n", " flood(x,y-1,w,h,pixels)\n", " flood(x,y+1,w,h,pixels)\n" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "blobs = b.point(lambda x: 255 if x > 45 else 0)\n", "\n", "pixels = blobs.load()\n", "\n", "def flood(x,y,w,h,pixels):\n", " pass #implement" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot([np.count_nonzero(np.array(sizes) > t) for t in range(2000)])" ] } ], "metadata": { "celltoolbar": "Slideshow", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 1 }