diff --git a/solucion.ipynb b/solucion.ipynb
index cdf329bf37ce4da1098b8d60c0647991a6da81f8..f7887db5ef419eb8ce92ca24383101f55c3d589f 100644
--- a/solucion.ipynb
+++ b/solucion.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 107,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,6 +12,552 @@
     "import matplotlib.image as mpimg"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 108,
+   "metadata": {},
+   "outputs": [
+    {
+     "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": [
+    "images_path = 'data/zapatocaImage.jpeg'\n",
+    "img = mpimg.imread(images_path)\n",
+    "plt.imshow(img)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 109,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'numpy.ndarray'>\n",
+      "(789, 1184, 3)\n"
+     ]
+    }
+   ],
+   "source": [
+    "##lena = plt.imread('data/zapatocaImage.jpeg')\n",
+    "print(type(img))\n",
+    "print(img.shape)\n",
+    "size = img.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 110,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "R = img[:,:,0]\n",
+    "G = img[:,:,1]\n",
+    "B = img[:,:,2]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 111,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f76d7f7ecf8>"
+      ]
+     },
+     "execution_count": 111,
+     "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": [
+    "plt.imshow(img)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 112,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f76d7ea1da0>"
+      ]
+     },
+     "execution_count": 112,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(R)\n",
+    "plt.title(\"Canal Rojo\")\n",
+    "plt.colorbar()\n",
+    "##plt.figure()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 113,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f76d7dd7c88>"
+      ]
+     },
+     "execution_count": 113,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(G)\n",
+    "plt.title(\"Canal verde\")\n",
+    "plt.colorbar()\n",
+    "##plt.figure()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 114,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f76d7d19128>"
+      ]
+     },
+     "execution_count": 114,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(B)\n",
+    "##plt.imshow(B,cmap = 'gray')\n",
+    "plt.title(\"Canal azul\")\n",
+    "plt.colorbar()\n",
+    "##plt.figure()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "T = 0.299*R+0.587*G+0.114*B\n",
+    "notT = R+G+B"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 146,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f76d7529470>"
+      ]
+     },
+     "execution_count": 146,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(T, cmap = 'gray')\n",
+    "plt.title(\"total blanco y negro\")\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 154,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f76d7206828>"
+      ]
+     },
+     "execution_count": 154,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(T[315:350,210:240], cmap = 'gray')\n",
+    "plt.title(\"parte blanco y negro\")\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 176,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "part_elevation = size[0]/20\n",
+    "part_wide = size[1]/20"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 240,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def minn(a):\n",
+    "    b= int(round(a))\n",
+    "    if a < b:\n",
+    "        return int(b-1)\n",
+    "    else:\n",
+    "        return int(b)\n",
+    "\n",
+    "def maxx(a):\n",
+    "    b= int(round(a))\n",
+    "    if a > b:\n",
+    "        return int(b+1)\n",
+    "    else:\n",
+    "        return int(b)\n",
+    "\n",
+    "def img_part(a,b): ## a #de matriz en altura, b lo mismo pero con ancho ; 0<a<20\n",
+    "    X = T[minn(a*part_elevation):minn((a+1)*part_elevation) , minn(b*part_wide):minn((b+1)*part_wide) ]\n",
+    "    return X\n",
+    "\n",
+    "def histpart_init(img_partt): # creo el histograma y lo inicio en cero\n",
+    "    hist_range = maxx(np.max(img_partt)) - minn(np.min(img_partt)) \n",
+    "    hist_arrayy = np.zeros( hist_range +1 )\n",
+    "    return hist_arrayy\n",
+    "\n",
+    "def histpart_full(histt,imgtt):\n",
+    "    sizezz = imgtt.shape\n",
+    "    for i in range (0,sizezz[0],1):\n",
+    "        for j in range (0,sizezz[1],1):\n",
+    "            a = imgtt[i,j]\n",
+    "            v = maxx(a - np.min( imgtt )  ) ## revizr si poner maximo o minimo, detalles!!\n",
+    "            histt[ int(v) ] += 1\n",
+    "    return histt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 263,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f76d44ca860>"
+      ]
+     },
+     "execution_count": 263,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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nI4QQw6aNrXZm9h0Ag5bv7wnaG4BLpnOMWmFsZhdmByCEEF1CweWFEKIjSBgHkKx48HhvrkiR741YkcHI9xt58vmfK5ExyBt/ssYgP6bIGOO94KIx7tnTr+OP0gz5vjMpphYtWlRp4691NOZnn322Uuc95SLvukxEtoyx1F/ryDDqiR6+TGqoaF75uugnb5N0RU3JjCdTl0kLljFWZox8GeNc1w14w0ArYyHEWCNhLIQQHUDCWAgh5hgFlx+AmVX0UpG+0eMvZkYnFm18zzh9ZLJxZHSLkV7ZO2dE39heHxvptb1+LeN0EWXj8MeKIrtFmUb8dYsiu3md8b59PrxJlUg/7udLpHuN7rUnigiXyXTi9fEvvvhipU2UDcWTmcOe6Fz9vY90rdF9zOisM9fD349Iz+/HFF37TCaattDKWAghOoCEsRBCdAAJYyGEmGPk9CGEEB1BBrwB1G3ubnrh2tpYntmwnnEqmM3oXplv+iYp7iNjzJIlSyp13vgSGbU8kbHUG3YyY8wYVKM20bn5dhkjVxRFr0n6piafydI07VNb6aP8dYzuvZ/XGWeepmhlLIQQc4zUFEII0RFGRRjX/i4jeQPJvSQf7qn7U5K7XVxPIYToHG1l+phtMivjGwH8JYCbXf21ZvaF6RyMZKOAIBlHjOhYntnUSzUhmgRNrk+kf6zLqBIdP9LZRg4dvq+M/jMKHOTvRyZ4TeQE48edybIC5AIV+b4zAZAimgTPich8LqP7jtpkMn00yUYS2RS87r3pdc3QFWFbR9Ps0EII0Xkm3aHr/jIM0BKsJbmp1BBsJnlWWU+SXyK5k+RDJN9a1/9M4vpdWh7kBpLLZtCPEELMGi2qKW4EsN7V/RmAz5rZWgD/pSwDwPsBrCn/LgbwlbrOmwrjrwB4PYC1APYA+ItBDUleXH5jbJ7N7TxCCBHRljAeoCUwAJO6vCUAflq+Ph/AzVawCcDSySzSg2ikqDGzpydfk7wOwDemaLsBwAYAWLhw4Wgob4QQY0NS2C4nubmnvKGUXXVcDuCbJL+AYnH7zrJ+JYAne9rtKusGZohuJIxJruhJO/07AB6eqn0vmZTh0+0joqmBJDO+zPFHxeunjmjDvjdqZZw1mh4rY2TzD1vGWBiRyTQSGRAjI6cnk2nD09SAFs29zPOQiTzYxOnj+eefrz3WbD4vSWE8YWbrGnT/RwA+bma3k/wQgOtRZImeNk2zQ7+L5FoUS/QfA/iDJgcXQojZZAjxjD8M4LLy9f8E8Nfl690AVvW0O62sG0jT7NDX149RCCHmnlne2vZTAP8cwP8FcA6AH5T1d6HY5HArgLcDONCjTQiRB54QYqxpSxgP0BL8OwBfJDkfwMsodk4AwN0AzgWwE8CLAD5a1//QhXFburNRJOO84vVtkY7Qfy7S2WYyP2ccGqIN+1HmhroxZhw6MkGAFi5cWGmT0etm9K/RdRwX3f9cEmVC8U4fkb6+LdoSxgO0BADwtqCtAbhkOv1rZSyEGFu65O5ch4SxEGKskTAWQogOMCqqJgljIcRYo5VxgJnVKurb2uieyVIQOQI0yf7QJhkHiiaOKdF1bcswGjlr+GwgTTOWeINdZDz0x3/ppZcqbTIR2aL54OuiNpHB0NMk8mA09zL3rGnfmWh8TQzuy5ZVQ9f4+xjdszaQzlgIITqChLEQQnQACWMhhOgAEsYBZlbR72UcD5roNiO9mdeBDTvzR0avndEZZ0KRtmVBzowncx5RVmU/Rq9njvp++eWXK228/vO4446rPRZQ1SNH1zXjhNPkYc98JpOFPCJzHpkgQG1lh47wcmC2BOYQYlO0hlbGQoixRitjIYToABLGQgjRAUZFGNcqd0iuInkPye0kHyF5WVl/IsmNJH9Q/lcePCFE52gxB96sklkZvwLgCjPbSnIxgC0kNwL4CIBvm9nVJK8EcCWAT07VkZml0oF7MgYB3290gZscuylNb3Am20Jm3BknA98mOlbkZOGNrNHnvMFu+fLllTbeYDcxMVFp4w09hw4dqrRZunRpXzlyMogMwy+88EJfOcpIERkVPYsWLaptk4m052nqqBPNvSbPWdRPkyw7UeQ/3/dsPYujZMCrvbJmtsfMtpavDwHYgSKX0/kAbiqb3QTgg7M0RiGEaMyorIyn5etLcjWAMwHcB+DUnsj1TwE4dcBn/iE7dFdOWgjxy0NbwpjkDST3knzY1f97ko+Watw/66n/FMmdJB8j+dt1/acNeCQXAbgdwOVmdrD3Z4WZGcnwjHqzQ8+fP1/SWAgxVFpcBN4I4C8B3DxZQfLdKLQEbzGzwyRPKevPAHABgDcBeC2A/0PyjWY20EkgtTImuQCFIL7FzO4oq58muaJ8fwWAvdM8MSGEmFUyq+KssDazewHsc9V/BOBqMztctpmUg+cDuNXMDpvZ4yjSL501Vf+Z7NBEkYB0h5ld0/PWXSgyo15d/v96/elUWbJkSV/5lFNOqbTxXlfPPPNMpY33pmrqyecNFFFErszNiww03uMvGs/Bgwdr+24SOatpNLzIOPemN72prxyN+fvf/35fOTKEHX/88X3lZ599ttLGf+6Nb3xjpc1TTz1VqfOceOKJtX1H0ee8N190X72BKmrjDaHRtfdzLRM1LbqvUYQ6/zwce+yxlTYZMim3vJE1ehYzno1tkRS2y0lu7ilvKH/V1/FGAP+M5FUocuD9JzN7AIVdbVNPu11l3UAyaoqzAVwEYBvJB8u6T6MQwreR/BiAnwD4UKIvIYQYKsndFBNmtq5B9/MBnAjgHQB+DYVM/McN+qkXxmb2HQCDlpTvaXJQIYQYFrO8cWAXgDvKBKT3kzwKYDmA3QBW9bQ7rawbyHAjpwshxBBpU2c8gP8F4N0AQPKNAF4FYAKFGvcCkgtJng5gDYD7p+poqO7QJCuZGzLZFvxn9u/fX2nj9VSRbss7HkROBl53lckGAlT1e1Ebr9/LbPxvSka3mGnzmte8plL38Y9/vK8cnevnPve5vvL27dsrbfw9iiK7veENb+grewcPoJolIpofkc7a63qjOePron6iKHF1RPrgTDQ+r3+N5lCTzDhAVdcc2Usyc9jXZaLPzebqta2+SX4VwLtQ6Jd3AfgMgBsA3FBud/sZgA+Xq+RHSN4GYDsKx7lLptpJASg2hRBizGlLGJvZhQPe+r0B7a8CcFW2fwljIcRYMyrOZhLGQoixZZRiU0gYCyHGGq2MA4455pjaFN1RVC4fFSsyUPgN+5ExxBvjok3+fjO8Nx4CsfHDGzsy6duj8/B1GUNghkza96jNvn3e4ahq6ImMWv5zUeQuPxciY2lk1PN4o1Z0X6Pj+zmyePHi2jFm5kzkdOHrojb+XmccdaJrlnEoiY7v20Tn6o1zGQNi0/RNbSFhLIQQHUDCWAghOoCEsRBCzDEy4A0g8nbx2RUiPZXXGUcZGbzuKtLZeiePTBaNKMhJhL/hmQ38EZlN9U0CBWV0xhFRUKYvf/nLfWWv9weAJ554oq8c6X79tY3u6+OPP95Xjh4sH0gqOlbG6SPqu0mGjoiMk0PmfvjxZANZRTpij58jmXON5pXXY0fX3p/rKDh9zDZaGQshxhoJYyGE6AASxkIIMcd0KcddHbURRUiuInkPye1ljqfLyvo/Jbmb5IPl37mzP1whhJgeo5KQNLMyfgXAFWa2leRiAFtIbizfu9bMvpA9mJlVDHSZCE8+Cldk5PNGg2gzvDcQZaJJZQ1fvl0mSlpkMMoYTTLOAW0Z8E4++eRK3ebNm/vK0Zh9dLXonh04cKD2+N44F33GZ4vxBl8gd60jo6s3PkVzxrdpagjMWP39GDPOI9HnMhHqIuO1H3dmDmWE3WzueBib3RRlBug95etDJHegJn2IEEJ0ha6sfOuYVnB5kqsBnAngvrLqUpIPlSmslw34zMUkN5PcPCrfUEKI8WAIweVbIy2MSS5CkSH6cjM7COArAF4PYC2KlfNfRJ8zsw1mts7M1s1m0kEhhIgYFWGc2k1BcgEKQXyLmd0BAGb2dM/71wH4RrKvvrLX70V6Ku9UkAlgEunE/LEjZwVPtJrPBPiJ2ni9XaSjnMsvrOjYJ5xwQqXOO2JE+nmfjTna+O8/FzlreD2/zygNVOdMdKyoLnOto7nmyfziywTY8ecRzY9MQKrofvi+oufMBzyKjt/Wr9thCsAWM33cAOA8AHvN7M3uvSsAfAHAyWY2wULYfBHAuQBeBPARM9s6Vf+Z3RQEcD2AHWZ2TU/9ip5mvwPg4dwpCSHE8GhxZXwjgPW+kuQqAO8D0Ot2+n4Uee/WALgYhSZhSjIr47MBXARgG8kHy7pPA7iQ5FoABuDHAP4g0ZcQQgyNNmNTmNm9pd3Mcy2ATwD4ek/d+QBuLvPhbSK5lOSKckNESGY3xXcARPtX7q77rBBCzDXJle9ykr17NjeY2Ya6D5E8H8BuM/ueU4OuBPBkT3lXWddcGAshxCiTFMYTZrZuOv2SfDUKLcH7mozLM/RMH95Ik8mA4A0SUWr0TDSrjJHN9xONJ+OYkdnU3zSyWxODRMYQGbU5ePBgpc47YvhyRHQ9vDEuMrr6c40cOurGF/UDVI1YGWeNyDiW+RmccfrIzM/MvfeGuKiv6Fr7c4scOvxz1ZWdCFMxi2N8PYDTAUyuik8DsJXkWQB2A1jV0/a0sm4g2msmhBhrZmtrm5ltM7NTzGy1ma1GoYp4q5k9BeAuAP+GBe8AcGAqfTEgYSyEGGMmDXh1fxlIfhXA/wPwT0juIvmxKZrfDeBHAHYCuA7AH9f1L52xEGKsaUtNYWYX1ry/uue1AbhkOv0PVRjPmzevovN78skn+8qRjnbZsn5P6yhjs8/aEGUD9jqwSP/nyWRIaEomUFFb23Iy+vGoTZR946STTuorR/pHT3QdfSbwKDO4v0eRnj3j8JN5IDNOQJFjygsvvNBXztyzTKaPSGfrr0d0zzIZtSOdta/LBiFqQpMM500ZBb02oJWxEGLMkTAWQog5pkuxJ+qQMBZCjDUSxkII0QFGJXTvUIXxkSNHKlk7vDEucujIRNfyG/gzUbEiA553GIiidkWb6ps4gkTH9+f6zDPPVNr48/CZLoDqBGxqwIqcLDLZJryBJooS5g1tkaOO7zvjzJPJxBK1i+6rJ4r+5g1m0cPvxx0ZIv25RmP2/UTjiRx1Tj311L5ydI0mJib6ypEh1D+v0fPhn6HoemSyirSB1BRCCNERJIyFEKIDSBgLIUQHGBthTPJYAPcCWFi2/5qZfYbk6QBuBXASgC0ALjKzKdMiHD16tKJj8nqyTICdTKaNTGCcSG/n66IbmQnwk8mSEJ3H4sWL+8qRPjijQ/e6xOi6el1npEfMZBrOOGK0RSbrdjYTdluOB76fzLlnziPCn1t0rGjO+LpIz+8dfCLHqUygIH9umUzUszVfgNERxpnYFIcBnGNmb0GR7259Gfji8wCuNbM3AHgOwFR+2kIIMXTajE0x29QKYyuY/MpcUP4ZgHMAfK2svwnAB2djgEIIMRNGJSFpKmobyXllyqW9ADYC+CGA/WY2+VtnMop99NmLSW4mubkr30BCiF8eRkUYpwx4ZnYEwFqSSwHcCeBXsgcoU5dsAIAFCxZ046yFEL80dEXY1jGt3RRmtp/kPQB+HcBSkvPL1XFtFPuePvrKmRTmTdLXRzfAGx8yThfZ1Xwmi0emr+eee66vnMnIEDlr+LooxX2GaFN/xsjZxDiWMbw1mQszIXO8jAHROzVE18wb1aL5kok8uHJl9UfqCSec0FeO5ox3Fsk44UTOGt5xKzoP/5zL6SOhpiB5crkiBsnjALwXwA4A9wD43bLZh9GfGVUIITpBi8HlbyC5l+TDPXV/TvJRkg+RvHNSVpbvfYrkTpKPkfztuv4zy4wVAO4h+RCABwBsNLNvAPgkgP9IcieK7W3Xp85ICCGGSIs64xsBrHd1GwG82cx+FcD3AXwKAEieAeACAG8qP/NXJKfcv1f728DMHgJwZlD/IwBn1Y9fCCHmjhYzfdxLcrWr+1ZPcRN+oS04H8CtZnYYwOPlovUsFGmbQpQDTwgxtmRWxS3qlH8fwP8uX68E0JvGaOCOs0mG6g5NsqKoz3gUZYxqGYORNz5EUboyhpbI2ODbZSKHRYaeAwcO9JV9iqOIyFjoDTtRqip//IzBBpjbkITDNuB5ovvqvR0z17opGcNX9Az5+RkZZv19zXgtRs9HxtN0mCSF7XKSm3vKG8qdYClI/gmAVwDcMs3h/QOKTSGEGGuSwnjCzNY16Z/kRwCcB+A99ouD7QawqqdZ7Y4zqSmEEGPNbLpDk1wP4BMAPmBmvcE87gJwAcmFZRyfNQDun6ovrYyFEGNLmzphkl8F8C4UKo1dAD6DYvfEQgAbSxXOJjP7QzN7hORtALajUF9cUjrPDWTowjijW60j0kF5HWmkN8tEW/M0jeyVmQBR315HHEXg8nrc6Ly8LjGTxaLpuWai6LUVaS8T1S+jx4z6bnr+UbYNj78fGaegjP0kuq579+6t1HnnoRdeeKHSxkdpi47v6yLds6+LssUMkxZ3U1wYVA/c0mtmVwG4Ktu/VsZCiLFmVDzwJIyFEGONhLEQQswxk/GMRwEJYyHEWKOVcYCZhQr/XjKGt6iN32gfGWO84SuKXOWPFRlIMgaijMEo6tsb8HxqJADYt29fXzkyIHmDkU+fnqWpEckfPxOVK5suqY7o2mfSZ2WMg5k2TdNyNTEoRucapUvyz100Z7yRL5p7/j5mjhVdM9+P0i5pZSyEGHMkjIUQogOMijDOxDM+luT9JL9H8hGSny3rbyT5OMkHy7+1sz5aIYSYBkMOFDQjMivjyezQz5NcAOA7JCcjE/1nM/vaFJ+t4PVgvhzpwLyuN6PHjDIgeJo6ZmT0W5H+M5PVxOt2I2cN/zmfWQGojjvSEXq9ZTboTKZNE53xbFq9m/btzy2aM17XGs0Z/7mmc8/fsyi4U8YpKpPlJuMoFGWi8XUZp5jZZGx2U5SBL6Ls0EII0Xm6svKto1F2aDO7r3zrqjLdyLUkq3EDoezQQoi5ZVTUFClhbGZHzGwtijBwZ5F8M4oAGb8C4NcAnIgiDVP02Q1mts7M1s11XFMhxC8Xo6QznpZ0NLP9KBKRrjezPVZwGMD/gFIwCSE6yKgI41qdMcmTAfzczPb3ZIf+PMkVZraHhZXhgwAenqofoDAQeGOTXy1Hm+F9XdTGGzuiDBUZQ2DGyJYxRkWGDd9XlBHi2Wef7StHG+8XL15cO0Z/jaIoXd7pJRpzxoGiqWNIhiafix6uth646Hr4+xgdK5qPniZOHpEBL/N8ZJxXnn/++Uobf27R9fDzKBrjMOmKsK0js5tiBYCbysymxwC4zcy+QfLvS0FNAA8C+MPZG6YQQjRjVGxVM8kOfc6sjEgIIVqiS2qIOmRRE0KMNW3pjEneQHIvyYd76k4kuZHkD8r/y8p6kvwSyZ3ljrO31vU/VHfoI0eOVHSXkd7U49tETg5eBxbpSP3PlSh4jtdvnXfeebVtAOD++/vTW0X6P6+Di4KsROfmOfXUU/vKBw8erLTZtm1bXzkKiuSziERtMo4g0c9A35fPeg1UdXkZZ4VovmQC00T68EymYz+mqJ9Dhw5V6uqOlXGmicbjPxdl0Yj00xmBk8lG4h04mmaH9s/CiAQKuhHAXwK4uafuSgDfNrOrSV5Zlj8J4P0o8t6tAfB2AF8p/w9EK2MhxFjT1srYzO4FsM9Vnw/gpvL1TSg2M0zW31zuONsEYCnJFVP1r0BBQoixZRrB5ZeT3NxT3mBmGxKfO9XM9pSvnwIw+bN1JYAne9rtKuv2YAASxkKIsSa58p0ws3UzPI6RbKwTkZpCCDHWzLLTx9OT6ofy/2Rq7t0AVvW0O62sG8hQV8bz5s2rGI28cj9jfMgYjCIjm49ClYmsNjExUWnjHTOAqmFj2bJltW2iaFbeYPXkk09W2njDXxRdyxt2oja+LjIoZu5HJrpYU0NPXb/ZY0X4cWeyb0Rkjpdp44+VyRYT9Rtl08k8Qxmnk4yhzc/hyAjcJIpdU2Z5a9tdAD4M4Ory/9d76i8leSsKw92BHnVGiNQUQoixpi1hTPKrAN6FQr+8C8BnUAjh20h+DMBPAHyobH43gHMB7ATwIoCP1vUvYSyEGFvadPowswsHvPWeoK0BuGQ6/UsYCyHGmrFxh55tvH4r0lH6jfYZPV7kPPGa17ymr7x///5KG697jvTDPjtzNMZMBusVK6rbDs88s9/z/IEHHqi08WPKZH6Orpm/1pGuselm/Eym4yZBmdrUGXuiudckO3VTMkKjLcESXUffd1vnHs0rf61HWGfcGnMujIUQYjaRMBZCiDlmlAIFSRgLIcYaCWMhhOgAoyKMOcyBknwGxV685QCq3hTdZxTHrTEPj1Ecd5fH/I/M7OSZdLBgwQJbunRpbbuJiYktM3WHnilDXRlPXliSm+f6xJswiuPWmIfHKI57FMc8HaQzFkKIjiBhLIQQHUDCeGoycUK7yCiOW2MeHqM47lEc87QYFWE8VAOeEEIMk3nz5lmUmspz8ODBXy4DnhBCDJtRWXBKGAshxppREcZDz/RBcj3Jx8oU1lcO+/gZppOSuyuQXEXyHpLbST5C8rKyvuvjPpbk/SS/V477s2X96STvK+fJ35KspmWeY0jOI/ldkt8oy6Mw5h+T3Ebywcmcb12fIzNlljN9tMZQhTHJeQC+jCKN9RkALiR5xjDHkORGAOtd3WRK7jUAvl2Wu8QrAK4wszMAvAPAJeW17fq4DwM4x8zeAmAtgPUk3wHg8wCuNbM3AHgOwMfmbogDuQzAjp7yKIwZAN5tZmt7dKRdnyMzQsI45iwAO83sR2b2MwC3okhp3SmmmZK7E5jZHjPbWr4+hEJIrET3x21m9nxZXFD+GYBzAHytrO/cuEmeBuBfAPjrskx0fMxT0Ok5MhMygngaabo+Xv56e5jkV8tfda39Ghq2MB6UvnoUGJSSu3OQXA3gTAD3YQTGXf7cfxBFMseNAH4IYL+ZTQa97eI8+W8APgFgMgjwSej+mIHii+5bJLeQvLis6/wcmQlHjx6t/auD5EoA/wHAOjN7M4B5AC5Ai7+GlB26AWVKlW78tnGQXATgdgCXm9nB3ve6Om4zO2Jma1Fk0D0LwK/M7YimhuR5APaa2Za5HksDfsPM3opCVXgJyd/sfbOrc2QmtKimmA/gOJLzAbwawB60+Gto2MJ42umrO8SglNydgeQCFIL4FjO7o6zu/LgnMbP9AO4B8OsAlpaTHujePDkbwAdI/hiFqu0cAF9Et8cMADCz3eX/vQDuRPHlNzJzpAlJYbyc5Oaev4tdH7sBfAHAEyiE8AEAW9Dir6FhC+MHAKwp9SyvQrHMv2vIY2jKZEpuoD8ldycodZbXA9hhZtf0vNX1cZ9Mcmn5+jgA70Wh774HwO+WzTo1bjP7lJmdZmarUczhvzezf40OjxkASB5PcvHkawDvA/AwOj5HZsI0dMYTZrau56/PM7HcYXI+gNMBvBbA8aga+WfEsKO2vULyUgDfRKFzucHMHhnmGDJMMyV3VzgbwEUAtpX6VwD4NLo/7hUAbip32hwD4DYz+wbJ7QBuJflfAXwXxRdN1/kkuj3mUwHcWea2mw/gb8zs70g+gG7PkRnR0m6J3wLwuJk9AwAk70DxzC0lOb9cHc/o15DcoYUQYwtJyyQwPnr06JTu0CTfDuAGAL8G4CUU2183A/hNALeb2a0k/zuAh8zsrxqNVcJYCDGukMwKuNrYFKVD0r9Esaf/uwD+LQod8a0ATizrfs/MDjcaq4SxEGJcIfl3KLKZ1DFhZq3qgKeLhLEQQnQA7TMWQogOIGEshBAdQMJYCCE6gISxEEJ0AAljIYToABLGQgjRAf4/WlCL8ykkoE0AAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "T_PART= img_part(8,10)\n",
+    "plt.imshow(T_PART, cmap = 'gray')\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 265,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f76d44427b8>]"
+      ]
+     },
+     "execution_count": 265,
+     "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": [
+    "hist = histpart_init(T_PART)\n",
+    "hist_full = histpart_full(hist,T_PART)\n",
+    "plt.title(\"histograma, minimo es : \"+str(np.min(T_PART)) )\n",
+    "plt.plot(hist_full)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 159,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f76d7122518>]"
+      ]
+     },
+     "execution_count": 159,
+     "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": [
+    "plt.plot(hist_array)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 160,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "TT=T[315:350,210:240].copy()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 161,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "114.864"
+      ]
+     },
+     "execution_count": 161,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "TT[34,29]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 162,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "315\n",
+      "316\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in range (315,317,1):\n",
+    "    print(i)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 179,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in range (315,350,1):\n",
+    "    for j in range (210,240,1):\n",
+    "        if T[i,j] <  (np.min(T[315:350,210:240])+ 20) :\n",
+    "            TT[i-315,j-210] = np.min(T[315:350,210:240])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 180,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f76d6e1e908>"
+      ]
+     },
+     "execution_count": 180,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(TT, cmap = 'gray')\n",
+    "plt.title(\"parte blanco y negro\")\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "np.set_printoptions(threshold=np.inf)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,