From bacf7799e42aa55ab4678898e20cd720eb5150b1 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Tue, 9 Feb 2021 20:21:10 +0000 Subject: [PATCH 1/8] EuroSat EDA --- notebooks/EuroSat_EDA.ipynb | 238 ++++++++++++++++++++++++++++++++++++ 1 file changed, 238 insertions(+) create mode 100644 notebooks/EuroSat_EDA.ipynb diff --git a/notebooks/EuroSat_EDA.ipynb b/notebooks/EuroSat_EDA.ipynb new file mode 100644 index 0000000..d53a23d --- /dev/null +++ b/notebooks/EuroSat_EDA.ipynb @@ -0,0 +1,238 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# EuroSat Imagery - EDA" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "\n", + "# import gdal\n", + "import rasterio\n", + "import tensorflow as tf\n", + "import numpy as np\n", + "import os\n", + "import json\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Images in the dataset are in in Geotif format with all the bands (13) in the same file. The code below is an example of a patch labeled as \"Industrial\". Each band has 60x60 pixeles. In a visual inspection, we can note note that each image has the same covered area. The resolution varies for different bands. " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "sr_path = '/workspace/app/data/raw/EuroSat/fulldata/Industrial/'\n", + "# os.listdir(sr_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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AAFxgeLACAAAAAABYyE6kgFGItkfyl8kGKllI0MOGWbkymgg4C7VG4cbMEarV9ogz4n5EsodszFryySyE62PqofyrrrpqXa5ugNddd9267vrrr1+XXTrh7bk0wsPUdfk9spgsyXRLCngYEiruRyTvyiRa20rBXNLnbV8oWSBsD/K/Npk8qSVFziQkI1K6nnNYNH3W7ug1ttZnMrmsr9u64/pyMnlSHb/sXN+SRnp9TyJd74cnsa/XM5f/3Xzzzeuy1zsPPPBA2HbdxyJHZWnv9o/cBKWz69VzPT6IlFLCPo4caz2fl7T2z5FPUUaTbu/C9XnkWMva6JHdRs6Wo/ef2zowRs6Wfrz0yBP9mIncMbP78ey8G0lwMwfOzBXUOdx3lwAAAAAAAAcAHqwAAAAAAAAWMiwF9FC112+WR0KuUhwqzOQDPWHKyGHooCR5GwlH7tfXaJwyqUMWaq3lUdmGh/Wr1M+dAF0K6BJBby+TAkbOku9+97vXZd+fMqelaGwOixPglVde2S3lWiL/aznwZZK+CyELHFnGfvM+lkD+N0aWtDSS9PVcRzKH0qhdJzvPebleGzI5VM+1bUQmlfWv5cbWSror5UlJI1l6j6Nw1O8eyZT3ya8/1cXWJX833HDDuuzXNsfb821X+5LJ9Vwi2LofyGReB10KeOTIkbCP0fHXIwVsfULRc4xmY13L20rjRhk5Xp0e1+zWcdez7BGpZdanTFZX+9dzr+rL8Xrfpi230+z8FZ1PsvNDz7FGxAoAAAAAAGAhPFgBAAAAAAAsZEgKOE3THqeaSuRq1JOk0IlC9JnL0mjosZJJMZYk6d2mjcztLpJ+bE7jtCSTkTORtDesGW2vnhBodU6SpGuvvVZSLp3weu+TSyC8vq6vy/x8v8tcuaJxihxjLlW2TRbckxS4RxYYzZf1b1tZ4MWgJbG7mM6HyP+2p5QSXhMi+YmfH7PrUnauGZGn+Hnfrwf1XNhzjehxT2vR41wbOXCNONH2LHvUdW3E0S2TJ9XrXHSNk/a63PrY+DXKXQbrNbQnUWm2D0XX+ktNChh9vpEdG639elR26/catZwdXz2S1BFX0Kx+F1LAlkP1qNPiiOw266szIgVs3Qc7mdw4k4I6dfoep8UMIlYAAAAAAAAL4cEKAAAAAABgIcOugFGSuyhkOipBiGQDPSG3ESngaILgKATa+n2/9lrz+ThmTkEtKUZPQrjIsSiTI7ikoSUFdFfAzEXJ++fJpn171FC8J1ysTk2b/XeiUHFPorjDyC4kW5GMrMf9ryXp63H0O+hJhEckdgd9XTIeS7K/jMiVLEqaO3q+iJy5/NyXSVX8/O7Sslp2yVLPNaIl6euR/7SusT0uZCPurFl7WZ+idRxNWhwlCHb5n5eza5Fv39Y+lEmSMteyOiY9jr0HkSxBcJQg2um534q2byZD9Wl920XHmh9fftxlstuRe8ceqW1EJk/rKY+6HEbTtu6htj1PjriGSrmML+rH6HpH22BERi0RsQIAAAAAAFjMsHlFFC2IIlY9T/I9PvfR79lTbMuwose8InvSreVdfMSYvbnK3qZ4OZq+J2Llb4uip33vc/Qhr7T3TZ1HrOrHvG5S4VEqj15lbfvya640/0jYo1f+dimL+FWyN5StnDOHnW3zW43mrqrTZ5Ga0ehVtOwLxS6MILI2drk+S/pJlOosR44cCd/0R9eJEfOFzWnqOS8zG/A++Hz+xryeE7PzYHaNcKLrTmaG0XP9qWSGClnEKhvLlslHZHAk7b0G1L5mpkZZX48ePbouRwoMz8Xo10HfRr5No3uYzCwhM2ZyorHJ1uUgkuWM830/Mi3LaOUp8/HwcrZfuHrm9OnT59Rlx9pIHqie4yuLXkb9b+WG2pymRTZttj22NbKI+hrlVt3sU9a/aMxG7uk3iaL5fry2omUSESsAAAAAAIDF8GAFAAAAAACwkCEpoNT+sGsX5hU11JZ9rDbi0z8y7X79jiSOS/IctJad5Vvwcp0+kwf4B7lZiLnOm+WxcomElyPzCv/A12UUXs6kih5qPXnypKS9kosoL8jmeo1IeCJZwkEnknHtOo/RaD+qvK/HwKFHFli5EJK6/Zaza7bNhbWL/iH/y4nOA5H8rEeekslg6rx+3vLzp5/nfNkuM6vnzUwa59eFTP7s1POmz+fLc+mT17euP9vK/7ycSdx6Pi+o/fP++zUiy9Ho15d6nXMpupd9e3n/fJl+LYykZZmEfVsp4EHPY1VKSffFSmRaNirBjYxifGy83reBb5u6X9Tttjlfds+Rles27Tm+MslZSxaYHTOZxC6qGzV3i+4dM/OVbNu3DHAy45HsHFLHLDtXnM8cZA4RKwAAAAAAgIXwYAUAAAAAALCQYT1US241kougNU2PNM6J5Hg9riI9eaVq216XlVt5DkYdS7L2ItlAJrXLQqN1e3n/Xc6RSQEjh8DIKXCznDn0VNcrbzuT/2U5uSJ6wsoQs21+plFZoLOtRPCws+v1Qv7XJnMq87p6vspyq2R5Ypw6TebS6uUsn0uUb9CJ3NWkvedQr699demRy6HcfdDLPk0k2W9Jj6S261sm8/HxyKap6+PL9nV0ou0snR3LLIejXwd93H37u7yrjlkmqexxwavrm633QXcFnKYp3HdbUtxMFphR28uONd+mfg8QHRvRfdJ+/c9yckVSQL/fycqRLLBHapedQ6J74ZE8sJv10Tkpc8zL+hpJXHucDzOJcHQ/6+VsvSIp4KhL4p5pmlMAAAAAAADAvvBgBQAAAAAAsJAhKWCPs0sNn/UkYG0leetxzHOicG6Pk0yPBK+GEz08m8kTs/pI4pjJArN1j/qdhbQ9NN0a68gpUMqlgJEs0KWAmSwwc6GJwvVZkr/MeSpar54E0RCzCwe+UTlhJGFryQMvFMjrLi1KKeE5IZLSZM5i2fksOt9mUpZMxuPn5Dp9Jj3z5flyXPoUOaL59SlLVNyS+mQyn1HpfVSXuYV5X6Ok817n8qosWXC0zbPtlcnJfGz8mlevhT5fJtFyov1pNNnpQSLqYyvhdLYNWhK27PjqkZnV7ZTtK0726UUk43UpYDat7+8uu633ndmxkUnpsn5H56dsbFrHdI+8rkV2LsuOf6d1X5f1o/U5SMu9dD+40wQAAAAAAFgID1YAAAAAAAALGZYCRu4zHqKLEulm8oYs/NeSB2T1UVg5C9v1LDuS93mdh/6z+qjck+jQabm1ZOvY4xRU5822V+aGFLlaZe47mTNVJkOp/e6R/2Xr2EqoeJC56qqrzpvszOV4u0w+2yPX2zbp77YOgktA9vfYoJU0s+Uylsl4Wgkne6Ztub46mRw8k5zVabzO+5G5DEaSmB7nvsxtN3Lsitx9N5eTXaMiub0vwxOztqQ+2e+Z/HNEaj7qDFzxsfHPEny9DiLTNHVLw7Jtm91HOK1l9LgBRwm9M7lbJlWMjoOe4yG7j4z260yi1+NUGtX3SAsjF8ds/+1xAK/T98haswTBIw7Pmav2SILgns+ciFgBAAAAAAAshAcrAAAAAACAhQxJAY8cObJHDlaJwmtZyC1LpBuFArNwuc+XuRdF9IQsd+EKmJVrG9kYZCHIEfeiUee7yBWwJxQfJe/NkvhmDj2ZvK+Ws/XOylGouCdh5WEmk/a5TC6Tte3C9W8XRBLBbR0EnR6p4C4kfxc6afFB2W6HnVLKnvNUpXWOzc5zmQSnlv28n0mBnJZjmtMju4nOj6NJQSNJXI80O5I1bdbXMcnkhFkb0Tpk18FM0hc50GYSyEzS1UoA63K9kfsgJ5M13nfffedMe5DIknFH2yBzYPR7z+y6X++3MkldlEx2sz5yFvRps33PiabJ9r0eSV9Ldtsj/+u514z64UTH1eh5I6JHspjJ/6L7dN/+UaLlzXJ0DGbnnh7ZLRErAAAAAACAhQybV/gbhEoU5cmiVP503np67Mkv5bTyPvREwFpPwlmfsyiVPy1Hb1Oyt1WOP+1Hb3OyNwYj0RpfdpYHJYtC1XIWgcre9rXK2ceUWTl683OpR6wuNufLQGJbowvnfBpQbBul6ulTa0xHc4NBzJEjR8LrWXS+7Tm3ZfX1OpFdwzIFRsv0osf0oJUfpkfFkRk0RNG8KCqx2XZW34rQ9XzwX/uavaV2WlHInlxTHqU6ffr0uuwRpPvvv1+S9MADD4Tz9UQSar1P622cPHkynO+gkN07RvcU2f6UlaP9IlMT9ah7WuYlPceaEymwRmlFrJwsohr1KRuDntxUkaFGDyMGbM6IQiy675b2HjPZfXjr2aFnfYlYAQAAAAAALIQHKwAAAAAAgIXs3Lwi+lA3C9u3JGLZx6pOSw4xKnVo+dyPGmBEUoeeD+iyvCROK2QdTbvZpxpOzpaX5WaIQuo9H3KOlisjEkLvUybPge05n/mjDjKj8r9tpYgjebuQBS4jOrdm16XKqKQnytUych3MaMnWN6eJZETRh/+bbTiRDNvlXH5dyCSOGZEEPJM1udTHqdNkRhGZlCqSpGWmAlk/quRP2isFPHXq1Dl98rHOpEXRvpDtQwedUkrzWKv05PZ0onusTObltKR02bE4ek9Z17vn05Zsmuh+JrsvzI5dZ8QMw4n61yOHbN2n9ZwfMimwy/vq8ThqWNEyr+j5ZMfhThMAAAAAAGAhPFgBAAAAAAAsZFgK2OsK2OPTPyJ1yCQNmXwucixZ4vIRhYd73Ola8rNMwpFN05K7ZdO25ITOiPzPl9MjTYncsjanb7noZNsg2kdGcilAzkGR/z2WpW9VIphti8fy2GxL69zfcoPNnONajrLZ9aeVpyqTw2QuWI6f11sSx5aboJd78ulk5+GoT16X5QnLtkeUxyYb32w5kRTQ8eV5vqoq+dss12l8G41Kplrbq5XD82IzTVPYR1+vyDW5R54abf+WpG6/+sgVricvqxPl2Rp18XSie70Ree1muR6z2b1eRmuse/oR1ffcp2XjF/VpNE9c6zOillvrJtxpAgAAAAAALIQHKwAAAAAAgIUMJwi+6qqrzqlvubL0SLCiMN9oOHdEZuj0JNit69WTNNBpJU/OEiZn6+XTRElwW45WGT2yxmw5UfJClz142fsUublIcZK/baUTPc4+h5ltE9VeCiB9y9lFguVtOSiy0RbTNO05B1X8PFfP9349i36v7VWi835PAvjW+apHDtOTcLgus8fZNpPp1HUflVhn41cdh48dOxb+7uvoDnuR2150ndxv2VEC6Exm7teqhx56aF32BMBertP3XM+yZUYcJpl7dqy1kkK7RDOTcUbSwUzGte2nKNmxtu1yej5Fie7JemRyTiT/k7T+pMfv57Nzme/vXj8iBXSi892o/G9kmT33wdFnQosSOm89JwAAAAAAAEjiwQoAAAAAAGAx580VsEeSNpLcd9vEsk6PRCKjhqGzRLpe9tB0tI6Zq4y3kSWQi0LMPbLLzLkpcs/rcXR0al+9H5lcwnFHJZdzVMlA5qLUE/YekUFeimybnBZ2h0vidrk9vK1R2V0kEdyFPPCwyP+cM2fO7DkHVfxcWSVHPZIfny+TDkXzZTLsaPpsvsiFbL/+ZY53Udujfa1k5+xI/idJ119/vSTpxIkT4bQur7v33nvX5ShZaE/C+6xcl5klBfbrnF/bfF+K3OxGk4xG17CWLPOgcubMmfA+IJKfeZ3LB319swTALWnhSDLu7PfMhbl13zR6TzIyfY+Dtu/j9bi7+uqr13VZcu/s05vonjg792TbILr/XHLvFn0e42y7/TMJcQYRKwAAAAAAgIXwYAUAAAAAALCQnbgCRtK2beV/Xu5J5jUiBezp07ZJi7PQaTSvSxeyBHg9Sc2iZIhOjxQjWt8eh0Cn9tWle5HEZrMfmYtSlQVmiQJHtnm27FEnm4PGY9kNMAKHwO1ZMnaHUQJYyeRJLpmp59jsnJMlC47okVW3ZO6Z/CtLgptJgaJz+eh5P+pnJsvyciYFPH78uCTppptuCpft87l0/PTp0+ty5DKWjYHfy3g/ar070jkuT4scCaXY4Tfbtj2Ot5VsPKJPNA4SI1LA7NjInDkj6Ztv51FX6mi+7NjOjrXomBlx/5Picei5D/b6zPmy7i9RYmwpv/eK+pdJ6rLxiPrUcpzeJGu79fzRQ3QO8T5n54U9/dt66QAAAAAAACCJBysAAAAAAIDF7MQVMHNGqbQSJ2blrN0sHBpJLSKXmF62dT1qSeayMKtL6bJlt5KkjSY1i5IhZi5KrfVyWYRL+7Lt7NOcOnVqXa4yQpdcuLQiS6TstBJqHkYpYEv+dzGdAEclZIdJyniQ+7rEIXBbRpZzkGWZZ86caSYtrbKPTP6XnbMjGUkmJxmROWdSIT9PZ65gUTlyLNwkk11F59AeOXtL3rPrhPc+1i7/u+aaa9bla6+99pyyJyrO1tu3v69vNP0SZ+NobDIZ10GkJ0Fw9AmI708uJczuV+qYuLRz1AG6tp19MpHdi2ZS35FPWzLqND3Ha0br+Om5N4/GL7svzBxJI9fV7DzlfeqRTNa2W/eFm2UnOtb8+EIKCAAAAAAAcAEYNq/ojVi1ch5tzhcZYGR5AbZ9+9VjUtHyts+epr2c5b+IIlb+xsuf5HsMKbb9KDYak+xDvWwbOLWvHrHy9rze37h4xOr+++9fl2v0yg0wsuhVKyKZbeclkczzzZVXXtkdJTmfUaqeyMS2EYmR+UYjRnX6JdGSgxylythF9GoXJiAHOUo1SpR70MneIEdv1P3a6ef37HoRnb97clGN5J3y64+vy4jRT3Y97jlPexTi5MmTkvKci/V3ae+1w8ey9iV7W+4RK8/h4xGraqLhv/s4OT25qVr3RD15GaP7mSwKcFCJ1jOKTmX3Cz33JTWakBmEtYxYfJrMACPbXtk+Xusz05PsOImUOT3RLe9rpvSpfcnOD97X7BwR0ROl8vNg3V49UfFs3KNng20NS5we84103uYUAAAAAAAAsC88WAEAAAAAACxk51LAKASXyf+yMG8t9+TEyEK7kXmB0+O935IFZrIHx/taQ9JZiLSVX0qKQ+fZ+GaGGtGHrtnvvr2zEGhdpkv3Mimj12fmFVUW6PlJPDQdST+kvduu9inbhgdZCtjDiAQwk7UdFslWTz+3lbCdT8nfxTQTudAcln3JOXLkSPghcnRO7pGWZB/dV1xSk11zWtKX7CP6rL4l5fZzaSZPatFjKpGNTXTt8muBt52ZI/m1obbn17DMNMQNDq677rpzypl5hdMjBWzl++n5LKHuI9uaeVxsshyom9NI+bGWydqceoz5fu1y055cci0pYEZmkhFJAf1ckN3bZNLcVv+z/TC6J8vGMTNoidrukR5n5g/1/jI7B2bbPPs0qI51SwK9HyP5uTKIWAEAAAAAACyEBysAAAAAAICFDOexiqQTHg6PwpOZ/K/l3DLqypG5K0W/ZyH1lhQwCvFuTptJ8Gq5J0/HSB6rLETq+JhFDoY9nv1Zroy67bIQtI+TyzlcOuiyv1p2uYeH87PwdbSP9Eg0DxpXXnnlYhnZYXS1W0JLiobkDzY5cuTInlxGXl+JclD5eTrLaRW5mPbI6zJXwJYUqJVDa7Ncp8lkN1kurOjamzniRjL4zeVE4+RSQO9Hj0yq9i+Tcfk1wmXukVNZ5gSX3cO0pFu+bJ82u9ZH/c6kbKP5Ky80l19+ua6//vpz6qPrcLaOPeNej8HsnqhHPtm6Txulbpse97+oH86o7DY7vuvyMze+7NOb6H41k+Vl97bRfdqIHHa/+ujZIStn+0UkSR3d/kSsAAAAAAAAFsKDFQAAAAAAwEKGXQF7pYA9oXMP7UfJ37wuc99pJQjO6nrKLSdAn9bXJQs3Rs4+rWk3iRxQWkklpTwM3ZICenkkQbAvz+td0udSwEj2l7nlZK6QLfmFc5ClgCNcDMnfYXGAe6zJ/7ZNCuwclm27C44cObLH+S2inv/c0SxL5O7ntsjNrseBq+Wel53fM7le1nYkwelxE2zJrTO5eCaTi+4NsmTwLfmf1L7uZ26BkZwpk61nEvXsGhWRXd+zsa7TZ+t60K9nl112WSgFjO6bXJaZSQGz7VGlgD4evj85vg9F9w7D8q8F0rFKj2N0RHZfnblER5+R9MiQo32y5xOWTErdkjaOJCrvYUQWOvJccM68W/QNAAAAAAAADB6sAAAAAAAAFjIkBZTaTiU1dOchSA+/R+5/Uhz2zJxdehIER33rkd1lIb+6Xj3Od61Q52iiwJYs0McpW99MKhBJATOJROaSVMPvHnJ3iYSH6t39z6dx2UVtJwtpZ9sxCudnUtEsgfFBZtfSttreY0n+tYRLVf73WKYl66jnQpcMulTJz0uZBK+Sydoy+V+UNDOTL3m5R5pT67Pze49LbF1f77+f051MQh8lTfUxdafFbGxanxF4n13S6dvR24uuZ3fffXdYrsnspdy5Ntp2TtZXL9f1yqRxu5BJnU9KKalMtFJ/P378+LrOx8Cv2X5P4dPU+p6ku9nnEbWcba8ex8yonMk4s08vIqfKzHUzu/fKZLXR/Wzrc5HNckt225PAvPajx/0zkye2JJ099/qR1DLb/kgBAQAAAAAALgA8WAEAAAAAACxk2BWwJb2LkqtlMrNMIhjJFLJyK1w76nrUE+arZPK6VmiyJ7HjSJ+y5UUOglmfelwSMzenKp3IJH8nT54M67OQdW0v27aZTCVa98xNpydZ58Xiqquueswl+D3IHDQJIPK/3TBN0x4JciWS6fg5OJPuZLKaisva/LyUSbmjZJvbymG8De+3y6h6ZE0upattZK5hPX2KxqxHnpRJqap8yvt59dVXh2WXd/o61muRS/7e+c53rst33HHHunzfffety5krbuTe6/iYeb+PHj16Tv98HH15B13afubMmT1OfpVISuvbwrdX5Gopxfut31v4cedlH7/oPDDqktc6Zlzal51DMqlq5Mbt2zwaW2nv+SQah551bH2i0jMGmStglDw5czhsSTd9HbL+Z2Pt5bpemdSy51gjYgUAAAAAALCQYfOKiOjjtp5ITPZEW5/O/YkxM7LI3gJFEasek4pt8x71vEncr26zH1k5imRFbwD2W84IWdTLy/VtTxal8g98T506tS5nb5WinC3ZftMa9568XnBpcalG+3YdqXqsm5Y8+uije6LslejaEEUPNstOpMzI3qJmSoBILdCjQsjeMEeR/sggobccfbyevRHOogbRm+yeiJv32yNP11133Z5/JenEiRNh2efztuv1zKNRHqW655571mXff/ytdnStzK5Fvr18vXyfq+OaXYNHlDYXg0cffXTPeFai+zMfx57jLjKT8XZbec6kdoQxu//rydtUjwNflyx6lZmXRBGrLDqcRX+2vefJItm13z39zyJWkQGbnx96cnJFSqUeoxg//j0yWsfVl52drzOIWAEAAAAAACyEBysAAAAAAICFDEsBo3B2Jseq9OSSisK82e/Rx2o9y94FmTlEj2SuFabMJH9ZGDX6eND70ZPPJMo71hM+jj6c9A8oXRbo8r/MvMLDvy3jkcywwst1fXzssnD5YWFbE4WDaHZwmOR6dfwulInFyPY6KHI+354HpU8tsg/qIzl4do51SY8TfeCeSZiza1R0Tck+7M7IrpvROTYrZ+fNqI1MkpjJuCJpe4+Jk4+7S6yqBPD6669f17n8zyU/3g8fy3qNcumaS9sz+V9LItRjXtHKH5YZnRx0Hn300T2fBFSiY823ra+jS0szIpOP7LOPzAyjbtPofmKTHolYbTszo8i2f2t528p1R9tuSQF75H8juVgzk4oeCd7IZyRZzrDo+SO7P84gYgUAAAAAALAQHqwAAAAAAAAWMiQFnKYpDINFkrgeB5xW3gwP1Y1K1bzPrbKThXzr+mT9yOR/I1JAZ0QymYW9sxC4E62XyyIy//6WFNDLLp3wcpb3I5KYtCQtvi4+/WHMY3XllVfuVHbmbe1CFjgi+zpMkr8WPWOXbbddjPthkdhl2/wgSlJb17MI/92dpVxO4ufsKo/JcgJm+Zki+UwmP8/67G14/6r0OpOeRTm0Nutrv7N1ya7TmVyw9iWTemeugJG0MJNUueTcJep+nauyP3f/y9xss/UaoUfyXtcx2y4jkq+LwTRNe8a4Et2jZJJZl3G6LDDKA5blSHW8PpOnev+jPvm2yz5RqftI9nt2fHl9bcOXl+V4GtkPe+R6LRlvdp+ZnReic0jm/tdy495cTiXrU+Q+LsXHmtPjBLtn+c0pAAAAAAAAYF94sAIAAAAAAFjIsBTQQ+mVlhQwc+5rJe/NnEky96LNvu7Xz2y+VigzkzdkMrlo+p4EiKNJlStZKLnl8pTJ/7Jt5NNXaYRLJFzmlyV8ayV/G03KFoXrM8nfQZYCXmgyaV+PhPBSkvrtgosp+VsiVXys0pJQ1fOSn8P8POfyOi8fP358Xa7naT8nRg5pUi4vr7KV7NoS9XlzGl9+XW+fNkv06fWRTCqSPUl9iT6dOk6ZzMvJXBqjZPWZXMtl6d5erb/77rvXde4K6NfHbBu0PjvocSqLnN4OkxNgD77t6j7inxFk94Auwb3hhhvW5brv+DZyGafj00TJrLP7oFb/N+et+2QmcfRjreVy3LO8nqS6dSy7ZG0dLp3R8kbq/VzRI2vM3B2j3zP5X3bujs6No8cdESsAAAAAAICF8GAFAAAAAACwkCEp4JkzZ0Jnl0j2l7mo9IT5Wm4jPWG5qB+ZtKwngVwUsuyR/0VuKJlMsiWNlPKw5kh70fJ9u7rUJRu/yBWwJxzd4+gXSQGdke2/7e+XKrt2CIQxduHst2S7+bzbygKj+Q7jvlRK2SO9yqaR9p4/fR6X/D396U9fl9/7vd97Xa4JbN1l7s1vfvO6/Kd/+qfrcstdNpPMZNeUSLrveBt+PfHzt8ukIulQjzw+u+5H7olOJtX0eh+neu3yZUTXqs3leXtVuuVyzSyxfebo6ETXmuw67mOdJcqN2j3o17NSSppMuxI5+WbH2tOe9rR12eXoVSJ41113rev8+Ipko9Le46Ruj+x4yD5tyWS3ddtl8j/f5i5x9GmiNkY/sXDqvtrjLNm6987u772c3X/W8Rtx+t4kusfOpICZ/C9yIu1xO80gYgUAAAAAALAQHqwAAAAAAAAWMiwF9DB4JZJ39bi4ZaHsnqRgm8vL2muFQqU81BmFOD3M2hOKjcKyPWH7LGmghzVrn6I6KQ/t+phFDji+vMwZxderhr17pB9Z6DlLnhmRhZ6dlrPgyD52oXnkkUdCadWl6uh2qUjLpN0n8T2f41Db3sV+dT4TI58vjhw5spbpZdRzocty3IXsvd7rvdblD/7gD16XP/zDP3xdvu666yRJb3zjG9d1fs52dzqXnEVSP5evjCaoj2SBmQQnOz9G0sns2t2T6DOT7FT8WpTJ0iPXv0zm5WOdXR/r9N6G3/f4da7nk4Jazq7jvm9l5brM7Np30KWAR44c0TXXXHNOfZQQ2RMB33TTTeuyS20/7MM+bF1+znOesy7X4+NVr3rVui5LCu2yUJ+m3gtl93c9+7vfT0VyN5f/Zfc7kWS2db+7X3vRPWX2uci2n2Fk+2F2P9hy2x6ltp0lfM5ctSPH655PfTKIWAEAAAAAACxkOGLlT/mVHkOKSk8+gCgHUfZ0nr09qPOOPsm3TDeyj3N7Piqu/euJ5o0YWfgysrwfjo9TXQd/O+f4umT5QKKxzgw3so/Fo48bs5wOPftQK2J1GPNY7cJ44LBwmEw2DlOU6kJzkPfT7C16dL71SFGNQEnSiRMnwvL111+/Ltdl+Jt4b6/njWqNXmRvdnuula03xdk5O3sLXfvt02amEd62Xyuj61VP/sWRD+p7ojzRNbHHjCm7Tkf5fnquzU70lrynTweRyy+/XDfeeOM59T5m9ZjwKPLNN9+8Lj/xiU9cl5/ylKesy25kUXnrW9+6Lvs9R1aOzCR6DMmye5Ron/N1zY7dbB+vfc2UPZGCaLMfTmTy0BO9akWsWvnbpPjesSf3Vg+1f35OGs1BVsfPj7Xs/j6DiBUAAAAAAMBCeLACAAAAAABYyE6kgB4mi0KPWVgxC2u2cnZkYcMoXJuF/ns+GIzCuZFkIFv2Zrm23dOPjCis2coRsFmfjWU0n0+bSRkiGUKWnyTLBxOFxlvGFJvlaJosrHzQpRMttjUeuJRkZpcS226XTIbouV0g5rLLLtuTGyeinq8yswE/R915553r8mte85p1uZ7n3vKWt6zr3vGOd6zLfk3NZGaRiUaPnKglW8vkf9n6ep6dKpnKDCZckuSmHC3zoex6lkl6ItldRnY/4PWReUF2LeoxiIpyEGXX4GxfqH3x312qdNCvZ5dffvkeI4pKtP+5sYPLZ32f9HX3/HB1LG+//fZ1necji/KwbrZdJYmZeYHvF9n9RbRe2THlsmA/vq699tp1uY6Dz5cda27Q4bgBS93/ej6PyYzUtj3WnMhkbslnGpHJR3Y+9DHz7VvHqcewJoOIFQAAAAAAwEJ4sAIAAAAAAFjIsBTQQ/oVD69Gjm6ZW07L/acn/NoK7S9xTopcg3pyGLQcZHpkiLsgC4dGodYspO3TZrkBItejTPKXjVkkq8yklj15rKLQc7ZtDzOXgrQvcjs8TOvlsrttHQIPkwviLtb3IHDZZZeFroAteZqft+677751+Q1veMO67PKkeq65995713WZVCmTuY9I7HvkOi3ZlcuQvOzjVd3bohwwm/VRniApvub1nJtbnxe0ZEqby2lde7Nr28j9TOZC5pIjb8+lSnWf9Dxco7l1LiaZFDByHc4cKf048ZxwPk5133rta1+7rrvjjjvWZZdSttz4ehwEs33It2PkdujOoi5H9hx5Pk09Br1d77/L/zKHwBFnux4HzigXVs89bGvZmRS4h9ax5uORnSPqNNHx58vYDyJWAAAAAAAAC+HBCgAAAAAAYCHDUkAPRVeykFklC517yDdy18mkYlk5kuNlEkKfL5P3RdKxTE7WIzOLQog9ssCWC15PkrqsvpZbiSSlvSHwKEzu2zaTo2RtR7LPngTMWdK9lsRk17LLw0wm5+qRpNV5d+VCdyFkcOfTSfFCy+SWjHtrHHrajqY5LPLAUsqec1olOkdl0hKXxvt18O1vf/u6XM9LLkPyciRl2lxOS9qekSWXr+vtLmQuSfIExy5J8umjBPU9y+5J2FkZuQ46o8l4Izmh7xuZ1DJLRBp9DpBd+3ybZy6Ntb1sXznoroCXXXbZnv2okrkgVvy67/Jan+9Nb3rTulzHx2W3LtfNjq/o/iJzpPTt4vdBjtfXY8bX32WRnjjZpYAuu61yQh8jP/dkcr1dJPT1NnxMItlt5vqd0ZJ/OtnnO1HZjz/ftpkU1KnTj8r/HCJWAAAAAAAAC+HBCgAAAAAAYCFDUsBHH300lAK2Eo9lDnGZy1ydPnOn60mGWMstudnmNFnbLXeSJU4m0Xw95SgJbuYklcngouSFPZK5SOqXuehkzkmtbZNJJHzbOdk6RBxkKeDDDz/clFPtQnq3rWQrmu+gJ6odlf9F847KFA+je94uttdhWu9IKhOdR7JzmOPnMD93VflJJv/Lrj8teVImjx6R5mXJf73sCUwjuVvm+JdJbTKZeLQtRp1cW9Nkv0cJ7Uflf9k9Tx2fTK6X3ee0XI5HrncXm1LKnnGrtO6b/HcfJ5fB3X333etyvT/1+9TsU5UsSfOI7DbbF/y4quXMdTOT2vo9VO2fH19+3936HGezf3VcR+4zM3okfy2Z4YhssKdPjo9HzzjtwmGTiBUAAAAAAMBCeLACAAAAAABYyLAroMsZKh6SrCHLLFlaJhfLZIG+7JFylCgsC/32JKKtZE5HPdRQZk/ywh53v8htqCWN7FleFmb1bRTJHqKkeJvz+TTep0g6mIV+R/eFS5HzJbE66MlptyVKQjzKkiS+VR7Xs93OZ7LgaN0PilzzQjNN055zf8XPS/Xc5ucnl/T4eS47x9ZrpkvmomvmZhuRFCm7PmUS8BH5jP/ufXJZVSRFzK6f2XhkCVajfmTS/Kxc1zdLcJpdRyI3vsyhL7sOZtsxuk/okZZG17NtXRIPAtG2jraB7x+ewNrLfiy561/LgTOTz7ZcHLN7i0wuGjlhZ/uhL9v7GskZM4ljdgxmn+HUabJ70ew+MqrvcYDOzlvRfpvJQ3v299Y9eXa8ZtP0tnvO9ENTAwAAAAAAwDnwYAUAAAAAALCQISngNE17wo+Vliughwp7nEdqeSSR4H593uyb1JdwOJITZKFVp5WcsCeBcE/C3jpNJvnLQrgt2UCWDC/rd5Tkzcsul8n2hSgsm0ldetx6WnLLHjnmY4WRRMCj+HyXkuRsW7neqGPeLmSBSxwRL2WmaWo6QNXzlcv/PHGny5ZcZhRdJ3uuP9n5O5ICjialj9rzfrrMKJPxRe6tmTQqk/p7fbQOmZTJxze7ntXpR529vH+RJM37nCUCdqJ7h+z6mJVb9zmH6Rp25syZ0M3X17GOsUv+3D3P690dz/fbOu6Z7DZzrWx9RhBJ+6S+bRAda6dOnVqXs08iIjmut5HdY/fch0X3gK37zM1pWsdrNqY9Dqb7LW+/+VrHWo/McBcQsQIAAAAAAFjIsHmFP/FXsg8CK1l+h+zpsT4tR3kPpL1P59lTe+tNQk+OLO9TbTv7iG3E1CJ7w5f1r5WbqufN5a7NHKL8Iz15P7Jt50Tb3+fLyqMfGB5UHnnkka2iE6ORidYyDmIOop4+tSJjuzCyuBi08mmNrsulFEHcltb1qp5fsnORn1ezHDP1g/QsMuVEuWZ8mdl1ITuvZteGKKIWRQ/2W2a0Dh7lOXr06LqcvUF2ant+P5FFqbLIXaUnkpBdr6Lfe9rLxqbO2xNVyK5hdV5f79H+XWxaUcTIBCu7R2wda75/+7S+P7Vye2b3dNn+63h70T2znwv8mMmmqeuTHaOe/yozi4vuj3siQtnxH+XCyujJPbttG9Fx4NvIxzfLi5Yporbl0rgTBQAAAAAAuIjwYAUAAAAAALCQYfOKyGQgygHQkzsio4brslB3FgaMQsg9UrueXEi1vWzZ2ceNTp0+kgn09i8KWbakgvu1HUkPvC5bx2j6bL4eyUIUds8kAT3LaXEYpBOjXEo5qJbIEOu8PVK3wygLXNLPEflftpxLZT/LzCsiqbZLS7JcTf4RvefWifJYZefm7Bwbna96clRlBkZ1HbzP3j9f39a5MrveuQQnu25GkrisvUyuE7Xdc11omUxl0kPHxyzLJRTlMeqRRjqRPO0wSQGze8dI3peZg/j2OHny5Lp89913n1Pv8sDsU5Usj1k01qNmCK0cdN6/EXmaL9vNPNyYwsn2l9rXnk9YemSBEdk5aSSfXo8BW/QM0COHbH2SsyQvKhErAAAAAACAhfBgBQAAAAAAsJAhKaAUh/9GPOB7pA6RFCyTPWSSuREpYE/+qCgUmMkQs37XcG6Pe10m74tCo618YJvlSEKQhYQzOd62Dow9tOQcPftQq08H2UHwkUceCaVw58vF7SC5/+2yL6M5tEZkgYdJDrcL+d+lyJkzZ5r5pqqM7/Tp0+s6P7f4+TjLnVPrXQrVIwWMnP6y83h2jvU2InlSS74mjTvYRfTkUWzJcUaubdn1wuuzPFV1HXs+EehxnIuk8j0SrGicdu3ue6HoOdbq+vqxlskxXcJ6//33r8tVCujL6pHgOtH2yo6BHpfjusxMkjhybPTcm/XQymPV86lM65Od7BiMpH7ZPW5G6/ju6UfruMs+menah5pTAAAAAAAAwL7wYAUAAAAAALCQYSlgr6yrJ+ydyQqiZLyZ7KHHLS6iJ9QZ0RP2bEkYR5IJb/a1FUbtkVm0pICjyXijse4JK2e0Eg5n7krRWPaE6g8LB0mytw2j0ryLuewLIfXzfux6215M+d9h2U/PnDmzR3ZUyeRxPl9UdqLzdE8Syux8W8muaz310Tm7x/kuc8+r516X0bk7WeYs2HI+65FJteQ92X2Gy/+87A5rUeLTHve/1rUtkztl2y6SbmZtjCRavRg8+uijOnXq1Dn1UdLs7DjxabMEwVUC6L9n26j1mcioXNfJHAIrPecCX049xnyf9WPN61sJuH2Z2T40sj/13I9lx2Mda99eLuPMHCKd1v10z71+5PSajUHPfSQRKwAAAAAAgIXwYAUAAAAAALCQYSlgRBSWH5WWRSHEVnKzzfpINjCaCHhbuViPvK/lVJjR4xozQrRtMqebbV1oWm6Nm0TbtCeUnPWpTpM5XcHFZVu5WI9EryVtu5iSxF2zpP+PJQfAiEyeFF0bMhmKk52vImnR6PUnku45IzK5zXLURiaDiq7ZLknKkpb2yJMi90T/vSc5bitBqPfv6quvXpePHTt2TnveD5eMuiywx6221vv4ZuuYySTrMjNnuZ7982Ly6KOP6p577jmnPpI2ZnLHbH2jscza6JEC1u3l+2yP/LfHJToiO6Z9f6pSP99/jx49GpZ9f3eiscz2px6iccrK3j9fh4rLOf2c7PXRsjfLLYlzj9t2LWfjgRQQAAAAAADgAsCDFQAAAAAAwEKGpYBRWDOSqvXI/zIZ10hy3yxEGzl7ZGHAnuRkNay5a2e5UVngrpczIrsbcV3sSbScySjqNJkM0fvkYW93xqlhXK876M5Ju+R8utoddAlZXfeD3k/nQkkSD9OYnG+ypKURPe50Tut8ltE6R/XI9Xrk1pXRa2zkyJu5Avq515fj0i2XIlVnsB55ki8zunZlUkAvuzzpmmuuWZfrvC5D8j77PtPjlNtKfJy5k7USOl8KroARmRxyxCGy574q28cjKVgmC8zcHaP7xJ79I5MT1mMpO758v86SgkfHXba/ZeMbfYaRyf8yB0OX4EbSPT++sqTqIxLn7BySyUzrcnocXzOIWAEAAAAAACxkKGJVSmlGrCqjZgOtt3nZWwJ/oo3KWc6J7IO27Em9Lr8nP1P2ZB0ZavQ8/fZ8IBtN29NGZBSSLWPb6FpPbi0nehPayuUltXOKHPQPfEe4EHmWepZ9ECMgB7FPFxrGoI/onNCKzLdMCvYrV7IcSa38NxnRdUZqKzZ6rmc9qo/KaAQsuib35KvJFAx1+T33GVGeIC9nEYts2Vl+zeieqTWOm/VR3qGenJAHhSw6PGKo4vh+5tuu1vdEBLN9vC6zJ6qU9Wkkmpjdm0Xqrh5TjGx9ozxgWZQq61+0/JEI+Sat+9+eXKatfH/Z+bClWhvNv+oQsQIAAAAAAFgID1YAAAAAAAALGZYCRh75Udht1LCi9YFnj/yvhje97DKLTBaYhQdbuUh6pIDRNKMh1yz0XKfJQp09IetomlaYVWrLW3poyRN7xmBEVnkpSQEPCgfFKOJCLz9b3sWUaF7sbXDYmKYpPGdE14BM7tLz4XZkEJSdszNjh9qnnlw5PTKYKN9Pdv72PkWmEH7dzeTbWXvRWGc5r5zsGlbn7cmBmcm16rw9Y5P1KVp+tr2ye5GWZH/kE4GLzTRNe7Z7Jbof7DHJauXa7Lkv6LkfjJbRI1WN9p3svnCknJ0rsu2frWP0WYrTc55pGYX4+mbntTpvJklsHaObRH3KzDd8mdG2y6S9PcfawT4aAQAAAAAADgE8WAEAAAAAACzkvEkBs1BiT5g3kt21/Pg3yy1XwFHHkih0moUpR0KMGZmrYuRClLXXE+aNZCo97n+t8RvJOZHV9+QtaOWAyEK/Bz3vx1Je97rXbTXfhcqntC27kLttu449y77QEsELJf9r9X/b/e1i05L9RPS400VSwMw1zPHrledRqucub8OX4WXvU3aNauV5dPz87W3X6627vfnYRNKv/aj3FseOHTtnGdL2Um7vv7fhbfs61HHIckb1XEdaMr3s+j7iVOd4nqCDSjRWkdwqy52ZjVl0T5otN5PStWSyo59HRLK/7P4zkwhG+6rLbn0MMplctt9WRt0Oo+2R3RP7OLWkgD330j0SzGgfyvLpOS3pqK9Lz7FGxAoAAAAAAGAhPFgBAAAAAAAspPTI0tYTl3KnpDefv+4AXBSeOk3TzRe7ExWOM7hE4TgDOP8cqONM4liDS5bwWBt6sAIAAAAAAIBzQQoIAAAAAACwEB6sAAAAAAAAFsKDFQAAAAAAwEJ4sAIAAAAAAFgID1YAAAAAAAAL4cEKAAAAAABgITxYAQAAAAAALIQHKwAAAAAAgIXwYAUAAAAAALCQQ/VgVUr50VLKZH93lVJeXEp5v43p/mEp5WWllAdKKVPQzoeUUv5DKeVPSykPlVJeU0r5+lLKvuNRSrmslPINpZRXlVIeLKXcW0r53VLKV65+/+RVv560Md/rSyn3lVIus7pjpZRHSilfZOv2Yvv9hbaeZ0opby+l/FQp5cmNPt5aSvn5Uso7Vn38g1LKF+43z2q+Lyml/Ppqne4rpdxWSvmYYLovL6W8sZTycCnlFaWUj221DQAAAABwqXOoHqxW/KqkJ67+PknSUUn/dWOaKyX9F0nfk7TxYZLulPR5kj5A0rdI+keS/n5j2d8i6esk/WNJHyjp4yR9r6Tjq99/Q9K7Jd1aZ1g9CD1Z0sOSPtTa+mhJV0j6tX2W9xrN6/kkSc+X9EGSfrbRx4+S9IeSPnPVx38r6QdLKX+jMd+tkv6jpD8v6SNWy/7lUsozbF2eL+lFkr5ttS4vl/RLpZSnNNoGAAAAALikKdN0TkDnwFJK+VFJN03T9GlW92mSfkHSsWmaHtqY/jMl/dw0TaWj7X8p6S9M0/Rh+0zz+5JePE3TN+0zzcskvXqaphqJ+puSvlTSmyX9/jRN37Gq/zZJnz1N09OjdSulvFDSZ07T9IHW9ldo9SA3TdPJ1jrZfD8r6bJpmj5jYJ4i6R2S/tk0Td+3qvttSX8wTdOX2HSvk/Sfpmn6B6v/T5K+XNKnSPpESW+V9LckvU7SD0v6mFX5C6dp+r3e/gAAAAAAHGQOY8RqTSnlWs2RnD/cfKjagusk3duY5p2Sbi2lPH6faW6T9Dz7//MkvWT1t1l/W2/nSilPkPTpkh5d/Y3Qs26bXCHpqjpfKeUKzZG+X9mY7lc0R8mcb5L0M5I+RNLvrso/LOnfaI50vV3Sjw72BwAAAADgwHIYH6w+pZRyupRyWtJJSR8vqSVz25dSyrMlvUCzbG4/vkbSDZLeUUr541LKD5VSPn0V3ancJunppZSnrv5fH6xeKuljSymXl1KukfQc7S8DlKRnrtb1Qc3Ro1slff80TQ8MrNunSfoLkn6wd54V3yrptKT/tvr/TZIuk3T7xnS3S3rCRt2PT9P0H6Zpep1m2eAtkn55mqafn6bptZL+paQPKqXcNNgnAAAAAIADyWF8sPpfkp61+vtwSf9T0q+0TB0ySinvK+kXJX3PNE3/2epP298PSNI0Ta/U/N3SR0j6IUk3av7m6RfN+OJlkh6R9LxSytM1fyP18tUDxSnND1QfK+lytSNWf7Jazz8n6R9K+j1J3ziwbh8t6aclfeU0Tf97VfeUjXU7p71Syt/TLN/79BHJofEHVq4PYn8Y1N2yRdsAAAAAAAeOyy92B7bgwWmaXl//U0r5Ykn3a/6O6R+NNLRyE7xN0s9M07RpXPEsK68fLqZpOiPpd1Z/311K+VxJP6HZyOIl0zQ9XEr5Lc3RpSLpd6ZpenA1+0tX9ddLeu00TW9rdPFdtq5/vDKS+H7N0bXWun2MpP8u6ZunafJI3Ns31u2ejfm+StI/lfSp9WFsxV2aJYibMsjHa5ZIOu+28rRP3WF8sAcAAAAAOIfD+GC1ySTpjKRjIzOVUt5fsxTvZ6dp+upzGrWHtwavXP17jdXdJukLNT84vMTqX6L5O6nr1ZYBRnyrpNeUUr5vmqZXZBOVUj5OcxTuW6Zp+h7/bZqm90gK162U8jWaHQ//0jRNv7Ex37tKKa/QbEjxc/bTJ0r6zwIAAAAAeAxzGB+srlwZOUjzA8rf1fxQ8wt1gpX99w2Snrb6/7NWP71+mqbTpZQP0Pxgc5ukb7P2NE3TZvRlTSnlP2mW+r1cc5Tm6ZL+uWZp28tt0ts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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "band_ds = rasterio.open(sr_path+'Industrial_1.tif')\n", + "\n", + "plt.figure(figsize=(15,15))\n", + "\n", + "bands_l =['B01-Aerosols-60m','B02-Blue-10m','B03-Green-10m',\n", + " 'B04-Red-10m','B05-Red edge 1-20m','B06-Red edge 2-20m',\n", + " 'B07-Red edge 3-20','B08-NIR-10m','B08A-Red edge 4-20m',\n", + " 'B09-Water vapor-60m','B10-Cirrus-60m','B11-SWIR 1-20m',\n", + " 'B12-SWIR 2-20m']\n", + "\n", + "for idx in range(13): # 13 bands\n", + " raster_band = np.array(band_ds.read(idx+1))\n", + " img1 = np.array(raster_band)\n", + "\n", + " plt.subplots_adjust(hspace=.1)\n", + " plt.subplot(4,4,idx+1)\n", + " plt.imshow(img1,interpolation='nearest',cmap='gray')\n", + " plt.xticks([])\n", + " plt.yticks([])\n", + " plt.grid(False)\n", + " plt.title(bands_l[idx], fontsize=14)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RGB Images\n", + "\n", + "The data set has 10 different labels. Images are saved in different folders according to its label. Each folder has the name of the corresponding label. Here, we plot one example per each label considereing only the RGB (B04,B03,B02, Respectively)." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Pasture', 'Industrial', 'PermanentCrop', 'AnnualCrop', 'Highway', 'HerbaceousVegetation', 'Residential', 'Forest', 'River', 'SeaLake']\n" + ] + } + ], + "source": [ + "base_path = '/workspace/app/data/raw/EuroSat/'\n", + "rgbpath = os.path.join(base_path,'rgbdata/')\n", + "labels = os.listdir(rgbpath)\n", + "print(labels)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lcount={}\n", + "\n", + "plt.figure(figsize=(20,8))\n", + "\n", + "cont = 1\n", + "for lbl in labels:\n", + " figpath = os.path.join(rgbpath,lbl+'/')\n", + " lcount[lbl] = len(os.listdir(figpath))\n", + " figname = figpath+lbl+'_1.jpg'\n", + " img2 = mpimg.imread(figname)\n", + "\n", + " plt.subplots_adjust(hspace=.1)\n", + " plt.subplot(2,5,cont)\n", + "\n", + " imgplot = plt.imshow(img2)\n", + " plt.xticks([])\n", + " plt.yticks([])\n", + " plt.grid(False)\n", + " plt.title(labels[cont-1], fontsize=16)\n", + " cont = cont + 1\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 0., 500., 1000., 1500., 2000., 2500., 3000., 3500.]),\n", + " [Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, '')])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15,5))\n", + "ax = fig.add_axes([0,0,1,1])\n", + "labels = lcount.keys()\n", + "count = lcount.values()\n", + "ax.bar(labels,count)\n", + "\n", + "for bar in ax.patches:\n", + " bar.set_facecolor('royalblue')\n", + " \n", + "ax.set_ylabel('Patches',fontsize=24)\n", + "plt.xticks(rotation = 90,fontsize=20)\n", + "plt.yticks(fontsize=18)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From e2bf8e5d97977d63a72c1acbb766309a529c3b4f Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 11 Feb 2021 16:23:56 +0000 Subject: [PATCH 2/8] Updating EDA EuroSat --- notebooks/EuroSat_EDA.ipynb | 18 +-- src/data/bemodels | 1 + src/data/preprocess_tfrecords.py | 15 +-- src/data/preprocess_tfrecords_eurosat.py | 135 +++++++++++++++++++++++ src/models/utils.py | 2 +- 5 files changed, 154 insertions(+), 17 deletions(-) create mode 120000 src/data/bemodels create mode 100644 src/data/preprocess_tfrecords_eurosat.py diff --git a/notebooks/EuroSat_EDA.ipynb b/notebooks/EuroSat_EDA.ipynb index d53a23d..640ca8b 100644 --- a/notebooks/EuroSat_EDA.ipynb +++ b/notebooks/EuroSat_EDA.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -52,14 +52,14 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 4, "metadata": { "scrolled": false }, "outputs": [ { "data": { - "image/png": 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" ] @@ -69,7 +69,7 @@ } ], "source": [ - "band_ds = rasterio.open(sr_path+'Industrial_1.tif')\n", + "band_ds = rasterio.open(sr_path+'Industrial_1000.tif')\n", "\n", "plt.figure(figsize=(15,15))\n", "\n", @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -123,12 +123,12 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -146,7 +146,7 @@ "for lbl in labels:\n", " figpath = os.path.join(rgbpath,lbl+'/')\n", " lcount[lbl] = len(os.listdir(figpath))\n", - " figname = figpath+lbl+'_1.jpg'\n", + " figname = figpath+lbl+'_1500.jpg'\n", " img2 = mpimg.imread(figname)\n", "\n", " plt.subplots_adjust(hspace=.1)\n", diff --git a/src/data/bemodels b/src/data/bemodels new file mode 120000 index 0000000..ed72a09 --- /dev/null +++ b/src/data/bemodels @@ -0,0 +1 @@ +/workspace/app/data/raw/bigearthnet-models/ \ No newline at end of file diff --git a/src/data/preprocess_tfrecords.py b/src/data/preprocess_tfrecords.py index 98897ff..25a6ac0 100755 --- a/src/data/preprocess_tfrecords.py +++ b/src/data/preprocess_tfrecords.py @@ -1,5 +1,6 @@ #!/usr/bin/env python # coding: utf-8 +# %% # # Big Earth Net Preprocessing # ## Irrigation Capstone Fall 2020 @@ -7,7 +8,7 @@ # # This notebook is used to preprocess the GeoTiff files that contain the Sentinel-2 MSI data comprising the BigEarthNet dataset into TFRecords files. It is based on the preprocessing scripts from the BigEarthNet repo, but has been updated to work in Colaboratory with Python3.7+ and TensorFlow 2.3. -# In[1]: +# %% import pandas as pd @@ -21,7 +22,7 @@ import json -# In[2]: +# %% print(pd.__version__) @@ -30,7 +31,7 @@ # ## Mount Google Drive and Set Paths -# In[3]: +# %% # base_path = '/content/gdrive/My Drive/Capstone Project' @@ -41,13 +42,13 @@ # ## Create Symbolic Link(s) # Set up a symbolic link to allow for easy Python module imports. Then check to make sure the link works (it is a Unix link so check from shell) -# In[ ]: +# %% os.system("ln -s '/workspace/app/data/raw/bigearthnet-models/' bemodels") -# In[ ]: +# %% os.system('ls bemodels') @@ -59,13 +60,13 @@ # ### Note: This processing takes a really long time. # We need to determine if there is a better way to get this data ready for ingestion into our models. -# In[4]: +# %% from bemodels import tensorflow_utils -# In[ ]: +# %% diff --git a/src/data/preprocess_tfrecords_eurosat.py b/src/data/preprocess_tfrecords_eurosat.py new file mode 100644 index 0000000..ce4ece0 --- /dev/null +++ b/src/data/preprocess_tfrecords_eurosat.py @@ -0,0 +1,135 @@ +#!/usr/bin/env python +# coding: utf-8 +# %% +# # Big Earth Net Preprocessing +# ## Irrigation Capstone Fall 2020 +# ### TP Goter +# +# This notebook is used to preprocess the GeoTiff files that contain the Sentinel-2 MSI data comprising the BigEarthNet dataset into TFRecords files. It is based on the preprocessing scripts from the BigEarthNet repo, but has been updated to work in Colaboratory with Python3.7+ and TensorFlow 2.3. + +# %% +import pandas as pd +import tensorflow as tf +from glob import glob +import os +import numpy as np +from tqdm import tqdm +import rasterio +import csv +import json + + +# %% +print(pd.__version__) +print(tf.__version__) + +# ## Mount Google Drive and Set Paths + +# %% +# base_path = '/content/gdrive/My Drive/Capstone Project' +big_earth_path ='/workspace/app/data/raw/BigEarthNet/' + +big_earth_models_folder ='/workspace/app/data/raw/bigearthnet-models/' + +# ## Create Symbolic Link(s) +# Set up a symbolic link to allow for easy Python module imports. Then check to make sure the link works (it is a Unix link so check from shell) + +# %% +os.system("ln -s '/workspace/app/data/raw/bigearthnet-models/' bemodels") + + +# %% +os.system('ls bemodels') + +# ## Process All of the BigEarthNet data +# This simple script will loop over all of the subfolders in the BigEarthNet-v1.0 folder. Currently this folder does not contain the entirety of the BigEarthNet Dataset. Due to this issue, the original scripting was modified to run through the train, test, val sets and only process files if they exist. The previous script simply aborted if a file was listed in the train.csv file and was not in the directory. +# +# ### Note: This processing takes a really long time. +# We need to determine if there is a better way to get this data ready for ingestion into our models. + +# %% +from bemodels import tensorflow_utils + + +# %% +# Index labels + +# %% +splitst = glob(f"{big_earth_models_folder}{'splits/train.csv'}") +splitst + +# %% +with open(big_earth_models_folder+'label_indices.json', 'rb') as f: + label_indices = json.load(f) + +root_folder = big_earth_path +out_folder = '/workspace/app/data/processed' +#splits = glob(f'/workspace/app/data/raw/bigearthnet-models/splits/train.csv') + +# Checks the existence of patch folders and populate the list of patch folder paths +csv_file_path_list = ['splits/train.csv', 'splits/test.csv', 'splits/val.csv'] +if not os.path.exists(root_folder): + print('ERROR: folder', root_folder, 'does not exist') + +try: + for csv_file in csv_file_path_list: + splits = glob(f"{big_earth_models_folder}{csv_file}") # all patch folders + print(csv_file) + + patch_names_list = [] + split_names = [] + for csv_file in splits: + + print(csv_file) + + patch_names_list.append([]) + print(patch_names_list) + + split_names.append(os.path.basename(csv_file).split('.')[0]) + print(split_names) + with open(csv_file, 'r') as fp: + csv_reader = csv.reader(fp, delimiter=',') + + for row in csv_reader: + patch_names_list[-1].append(row[0].strip()) + + print(len(patch_names_list[0])) + print(root_folder) + print(out_folder) + print(split_names) +# tensorflow_utils.prep_tf_record_files( +# root_folder, out_folder, +# split_names, patch_names_list, +# label_indices, False, True) +except: + print('ERROR: some csv files either do not exist or have been corrupted') + +label_indices # Dictionary with labels + +# %% +# Shard the Train data +raw_dataset = tf.data.TFRecordDataset(out_folder+"/train.tfrecord") + +shards = 50 + +for i in range(shards): + writer = tf.data.experimental.TFRecordWriter(f"{out_folder}/train-part-{i}.tfrecord") + writer.write(raw_dataset.shard(shards, i)) + +# Shard the Test data +raw_dataset = tf.data.TFRecordDataset(out_folder+"/test.tfrecord") + +shards = 20 + +for i in range(shards): + writer = tf.data.experimental.TFRecordWriter(f"{out_folder}/test-part-{i}.tfrecord") + writer.write(raw_dataset.shard(shards, i)) + +# Shard the Val data +raw_dataset = tf.data.TFRecordDataset(out_folder+"/val.tfrecord") + +shards = 20 + +for i in range(shards): + writer = tf.data.experimental.TFRecordWriter(f"{out_folder}/val-part-{i}.tfrecord") + writer.write(raw_dataset.shard(shards, i)) diff --git a/src/models/utils.py b/src/models/utils.py index 2b6b9ba..d42198f 100755 --- a/src/models/utils.py +++ b/src/models/utils.py @@ -190,7 +190,7 @@ def standardize_feature(data, band_name): img = tf.concat([bands_10m, bands_20m], axis=2) return img, 0 - + def get_batched_dataset(filenames, batch_size, augment=False, simclr=False, ca=False): ''' This function is used to return a batch generator for training our tensorflow model. From 542a4a049c3bdea9abc2b94a2c347abe9a6c2efc Mon Sep 17 00:00:00 2001 From: "suryag@berkeley.edu" Date: Fri, 12 Feb 2021 01:32:25 -0800 Subject: [PATCH 3/8] Added count generator of tf records and updated make dataset to generate the balanced train, test and validation sets --- src/data/count_tfrecords.py | 19 +++++++++++++++++++ src/data/make_dataset.py | 33 ++++++++++++++++++--------------- 2 files changed, 37 insertions(+), 15 deletions(-) create mode 100644 src/data/count_tfrecords.py diff --git a/src/data/count_tfrecords.py b/src/data/count_tfrecords.py new file mode 100644 index 0000000..7a628c7 --- /dev/null +++ b/src/data/count_tfrecords.py @@ -0,0 +1,19 @@ +#!/usr/bin/env python +# coding: utf-8 + +import pandas as pd +import tensorflow as tf + +print(pd.__version__) +print(tf.__version__) + +tf_file_path_list = ['balanced_train.tfrecord', 'balanced_test.tfrecord','balanced_val.tfrecord', + 'balanced_vy_train.tfrecord', 'balanced_vy_test.tfrecord', 'balanced_vy_val.tfrecord' + ] +for csv_file in tf_file_path_list: + tf_records_filename = '/workspace/app/data/processed/'+csv_file + c = 0 + for record in tf.python.python_io.tf_record_iterator(tf_records_filename): + c += 1 + print (csv_file,c) + diff --git a/src/data/make_dataset.py b/src/data/make_dataset.py index 03103bc..fab2ca6 100755 --- a/src/data/make_dataset.py +++ b/src/data/make_dataset.py @@ -90,14 +90,14 @@ def preprocess_tfrecords(): writer.write(raw_dataset.shard(shards, i)) -def preprocess_tfrecords_labelled(): +def preprocess_tfrecords_labelled(split): with open(big_earth_models_folder + 'label_indices.json', 'rb') as f: label_indices = json.load(f) root_folder = big_earth_path # splits = glob(f'/workspace/app/data/raw/bigearthnet-models/splits/val.csv') - splits = glob(f'{big_earth_models_folder}splits/val.csv') + splits = glob(f'{big_earth_models_folder}splits/{split}.csv') # Checks the existence of patch folders and populate the list of patch folder paths folder_path_list = [] @@ -165,13 +165,13 @@ def preprocess_tfrecords_labelled(): neg_df = pd.DataFrame(nonirrigated_examples, columns=['file']) # pos_df.to_csv('/workspace/app/data/raw/bigearthnet-models/splits/positive_train.csv') # neg_df.to_csv('/workspace/app/data/raw/bigearthnet-models/splits/negative_train.csv') - pos_df.to_csv(big_earth_models_folder + 'splits/positive_val.csv') - neg_df.to_csv(big_earth_models_folder + 'splits/negative_val.csv') + pos_df.to_csv(big_earth_models_folder + 'splits/positive_'+split+'.csv') + neg_df.to_csv(big_earth_models_folder + 'splits/negative_'+split+'.csv') # pos_irr_df = pd.read_csv('/workspace/app/data/raw/bigearthnet-models/splits/positive_train.csv') # neg_irr_df = pd.read_csv('/workspace/app/data/raw/bigearthnet-models/splits/negative_train.csv') - pos_irr_df = pd.read_csv(big_earth_models_folder + 'splits/positive_val.csv') - neg_irr_df = pd.read_csv(big_earth_models_folder + 'splits/negative_val.csv') + pos_irr_df = pd.read_csv(big_earth_models_folder + 'splits/positive_'+split+'.csv') + neg_irr_df = pd.read_csv(big_earth_models_folder + 'splits/negative_'+split+'.csv') len(pos_irr_df) @@ -208,9 +208,9 @@ def preprocess_tfrecords_labelled(): balanced_df = pd.concat([pos_df, neg_ir_df]) # Shuffle the examples balanced_df = balanced_df.sample(frac=1) - balanced_df.to_csv(f'{big_earth_models_folder}splits/final_balanced_val.csv') + balanced_df.to_csv(f'{big_earth_models_folder}splits/balanced_{split}.csv') - splits = glob(f'{big_earth_models_folder}splits/final_balanced_val.*') + splits = glob(f'{big_earth_models_folder}splits/balanced_{split}.csv') patch_names_list = [] split_names = [] for csv_file in splits: @@ -225,10 +225,11 @@ def preprocess_tfrecords_labelled(): split_names, patch_names_list, label_indices, False, True) + # Start for vineyards data pos_df = pd.DataFrame(vy_examples, columns=['file']) neg_df = pd.DataFrame(nonvy_examples, columns=['file']) - pos_df.to_csv(big_earth_models_folder + 'splits/positive_val.csv') - neg_df.to_csv(big_earth_models_folder + 'splits/negative_val.csv') + pos_df.to_csv(big_earth_models_folder + 'splits/positive_vy_'+split+'.csv') + neg_df.to_csv(big_earth_models_folder + 'splits/negative_vy_'+split+'.csv') # # Create Data sets for finetuning. Make total dataset size divisible by 32 or 64 for easy batching @@ -270,9 +271,9 @@ def preprocess_tfrecords_labelled(): balanced_df = pd.concat([pos_df, neg_vy_df]) # Shuffle the examples balanced_df = balanced_df.sample(frac=1) - balanced_df.to_csv(f'{big_earth_models_folder}splits/final_balanced_val_vy.csv') + balanced_df.to_csv(f'{big_earth_models_folder}splits/balanced_vy_{split}.csv') - splits = glob(f'{big_earth_models_folder}splits/final_balanced_val_vy.*') + splits = glob(f'{big_earth_models_folder}splits/balanced_vy_{split}.csv') patch_names_list = [] split_names = [] for csv_file in splits: @@ -293,10 +294,12 @@ def preprocess_tfrecords_labelled(): description='This script creates TFRecord files for the BigEarthNet train, validation and test splits. It also shards the files.') parser.add_argument('-d', '--download', default=False, type=bool, help="whether to download bigearthnet data") - parser.add_argument('-tf', '--tfrecords', default=True, type=bool, + parser.add_argument('-tf', '--tfrecords', default=False, type=bool, help="whether to create tfrecords") - parser.add_argument('-tfl', '--tfrecordslabeled', default=True, type=bool, + parser.add_argument('-tfl', '--tfrecordslabeled', default=False, type=bool, help="whether to create tfrecords with labelled") + parser.add_argument('-s', '--split', default='train', type=str, + help="which dataset split to create (train,val,test)") args = parser.parse_args() if args.download: @@ -311,5 +314,5 @@ def preprocess_tfrecords_labelled(): if args.tfrecordslabeled: print('preprocess_tfrecords_labelled---START') - preprocess_tfrecords_labelled() + preprocess_tfrecords_labelled(args.split) print('preprocess_tfrecords_labelled---END') From 9603614f681b6a3ac8196e506fcdee825955266c Mon Sep 17 00:00:00 2001 From: Surya <15736461+suryatechie@users.noreply.github.com> Date: Fri, 12 Feb 2021 01:35:32 -0800 Subject: [PATCH 4/8] Added balanced train, test and val counts --- references/ML_pipeline.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/references/ML_pipeline.md b/references/ML_pipeline.md index 88e64cc..84d32dc 100644 --- a/references/ML_pipeline.md +++ b/references/ML_pipeline.md @@ -5,8 +5,14 @@ - Train images:269695 - Test images:125866 - Validation images:123723 -- Balanced irrigation: 6606 -- Balanced vineyards: 4758 + +- Balanced train images:13932 +- Balanced test images:6604 +- Balanced val images:6606 + +- Balanced vineyard train images:9790 +- Balanced vineyard test images:4500 +- Balanced vineyard val images:4758 #### EDA # Integrating and Exploring the Combined MSI Dataset for California From 25fc24ef1ecdff553157edf8a6807e0a65ad6c75 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Fri, 12 Feb 2021 15:12:39 +0000 Subject: [PATCH 5/8] TF Records for EuroSat Update --- src/data/make_data_eurosat.ipynb | 324 +++++++++++++++++++++++++++++++ 1 file changed, 324 insertions(+) create mode 100644 src/data/make_data_eurosat.ipynb diff --git a/src/data/make_data_eurosat.ipynb b/src/data/make_data_eurosat.ipynb new file mode 100644 index 0000000..32bc180 --- /dev/null +++ b/src/data/make_data_eurosat.ipynb @@ -0,0 +1,324 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#!/usr/bin/env python\n", + "# coding: utf-8" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import argparse\n", + "import csv\n", + "import json\n", + "import numpy as np\n", + "import os\n", + "import pandas as pd\n", + "import rasterio\n", + "import tensorflow as tf\n", + "from glob import glob\n", + "from tqdm import tqdm\n", + "from random import choices" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "13535 6677 6788\n" + ] + } + ], + "source": [ + "\n", + "split_option = [0,1,2]\n", + "weights = [0.5,0.25, 0.25]\n", + "\n", + "\n", + "\n", + "for i in range(27000):\n", + "\n", + " if pick==0:\n", + " train_cont+=1\n", + " elif pick==1:\n", + " test_cont+=1\n", + " else:\n", + " val_cont+=1\n", + " \n", + "print(train_cont,test_cont,val_cont) " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Path to the BigEarthNet extracted files\n", + "eurosat_path = '/workspace/app/data/raw/EuroSat/fulldata/'" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Models folder is already checkin. No need to download the models\n", + "eurosat_folder = '/workspace/app/data/raw/eurosat-models/'" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Stores the TFRecords\n", + "out_folder = '/workspace/app/data/processed/EuroSat'" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "if not os.path.exists(eurosat_path):\n", + " print('ERROR: folder', eurosat_path, 'does not exist')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "if not os.path.exists(eurosat_folder):\n", + " print('ERROR: folder', eurosat_folder, 'does not exist')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "if not os.path.exists(out_folder):\n", + " print('ERROR: folder', out_folder, 'does not exist')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using Python Version: 1.1.5\n", + "Using TensorFlow Version: 2.3.0\n" + ] + } + ], + "source": [ + "print(f'Using Python Version: {pd.__version__}')\n", + "print(f'Using TensorFlow Version: {tf.__version__}')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Downloads the data from teh Bigearthnet website\n", + "# def download_data():\n", + "# os.system(\"curl http://madm.dfki.de/files/sentinel/EuroSAT.zip -o /data/raw/eurosat_rgb.zip\")\n", + "# os.system(\"unzip /data/raw/eurosat_rgb.zip -d /data/raw\")\n", + "# os.system(\"curl http://bigearth.net/downloads/BigEarthNet-S2-v1.0.tar.gz -o data/raw/BigEarthNet-v1.0.zip\")\n", + "# os.system(\"tar -xvf data/raw/BigEarthNet-v1.0.zip -C data/raw\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "cont = 0\n", + "label_list = os.listdir(eurosat_path)\n", + "label_indices = {'original_labels':{}}\n", + "for lbl in label_list:\n", + " label_indices['original_labels'][lbl] = cont\n", + " cont += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "def prep_example_eurosat(bands, original_labels, original_labels_multi_hot, patch_name):\n", + " return tf.train.Example(\n", + " features=tf.train.Features(\n", + " feature={\n", + " 'B01': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B01']))),\n", + " 'B02': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B02']))),\n", + " 'B03': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B03']))),\n", + " 'B04': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B04']))),\n", + " 'B05': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B05']))),\n", + " 'B06': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B06']))),\n", + " 'B07': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B07']))),\n", + " 'B08': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B08']))),\n", + " 'B8A': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B8A']))),\n", + " 'B09': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B09']))),\n", + " 'B10': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B10']))),\n", + " 'B11': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B11']))),\n", + " 'B12': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=np.ravel(bands['B12']))),\n", + " 'original_labels': tf.train.Feature(\n", + " bytes_list=tf.train.BytesList(\n", + " value=[i.encode('utf-8') for i in original_labels])),\n", + " 'original_labels_multi_hot': tf.train.Feature(\n", + " int64_list=tf.train.Int64List(value=original_labels_multi_hot)),\n", + " 'patch_name': tf.train.Feature(\n", + " bytes_list=tf.train.BytesList(value=[patch_name.encode('utf-8')]))\n", + " }))" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Label: Pasture \n", + "\n", + "1998/2000 [============================>.] - ETA: 0sLabel: Industrial \n", + "\n", + "2499/2500 [============================>.] - ETA: 0sLabel: PermanentCrop \n", + "\n", + "2499/2500 [============================>.] - ETA: 0sLabel: AnnualCrop \n", + "\n", + "2997/3000 [============================>.] - ETA: 0sLabel: Highway \n", + "\n", + "2499/2500 [============================>.] - ETA: 0sLabel: HerbaceousVegetation \n", + "\n", + "2997/3000 [============================>.] - ETA: 0sLabel: Residential \n", + "\n", + "2997/3000 [============================>.] - ETA: 0sLabel: Forest \n", + "\n", + "2999/3000 [============================>.] - ETA: 0sLabel: River \n", + "\n", + "2498/2500 [============================>.] - ETA: 0sLabel: SeaLake \n", + "\n", + "2997/3000 [============================>.] - ETA: 0s" + ] + } + ], + "source": [ + "bands_l =['B01','B02','B03','B04','B05','B06','B07','B08',\n", + " 'B8A','B09','B10','B11','B12']\n", + "\n", + "pick = choices(split_option,weights)[0]\n", + "\n", + "for tifile in label_list:\n", + " # create Folder\n", + " print('Label: {} \\n'.format(tifile))\n", + " patch_name = os.path.join(out_folder,tifile)\n", + " try:\n", + " os.mkdir(patch_name)\n", + " except:\n", + " print('Folder {} exist already'.format(tifile))\n", + " \n", + " # create labels\n", + " original_labels = [tifile]\n", + " \n", + " # hot encode label\n", + " original_labels_multi_hot = np.zeros(len(label_list),dtype=int)\n", + " lidx = label_indices['original_labels'][tifile]\n", + " original_labels_multi_hot[lidx] = 1\n", + "\n", + " # loop in the folder\n", + " files_list = os.listdir(os.path.join(eurosat_path,tifile))\n", + "\n", + " # write holder tfrecord\n", + " progress_bar = tf.keras.utils.Progbar(target = len(files_list))\n", + " for findex,fex in enumerate(files_list):\n", + " sname = fex.split('_')[1][:-4]\n", + " TFRecord_writer = tf.io.TFRecordWriter(os.path.join(patch_name, tifile+'_'+sname+'.tfrecord'))\n", + " band_ds = rasterio.open(os.path.join(eurosat_path,tifile,fex))\n", + " bands = {}\n", + " for idx in range(13): # 13 bands\n", + " bands[bands_l[idx]] = np.array(band_ds.read(idx+1))\n", + "\n", + " # prep example dev example\n", + " example = prep_example_eurosat(bands,\n", + " original_labels, \n", + " original_labels_multi_hot, \n", + " patch_name)\n", + " TFRecord_writer.write(example.SerializeToString()) # This is the full path to tfrecord\n", + " progress_bar.update(findex) " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From fb3e0b6a379921eea590b68b23c27428745d7bde Mon Sep 17 00:00:00 2001 From: "suryag@berkeley.edu" Date: Fri, 12 Feb 2021 14:29:35 -0800 Subject: [PATCH 6/8] Added shard logic to make dataset --- src/data/make_dataset.py | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) diff --git a/src/data/make_dataset.py b/src/data/make_dataset.py index fab2ca6..c05fbcd 100755 --- a/src/data/make_dataset.py +++ b/src/data/make_dataset.py @@ -89,6 +89,31 @@ def preprocess_tfrecords(): writer = tf.data.experimental.TFRecordWriter(f"{out_folder}/val-part-{i}.tfrecord") writer.write(raw_dataset.shard(shards, i)) +# Shards the data +# tf_main_file is a main tf file name. The function will look for corresponding train, test, and val files +# Ex: balanced, balanced_vy +def shard_tfrecords(tf_main_file): + + # Shard the Train data + raw_dataset = tf.data.TFRecordDataset(out_folder + "/"+tf_main_file+"_train.tfrecord") + shards = 50 + for i in range(shards): + writer = tf.data.experimental.TFRecordWriter(f"{out_folder}/{tf_main_file}_train-part-{i}.tfrecord") + writer.write(raw_dataset.shard(shards, i)) + + # Shard the Test data + raw_dataset = tf.data.TFRecordDataset(out_folder + "/"+tf_main_file+"_test.tfrecord") + shards = 20 + for i in range(shards): + writer = tf.data.experimental.TFRecordWriter(f"{out_folder}/{tf_main_file}_test-part-{i}.tfrecord") + writer.write(raw_dataset.shard(shards, i)) + + # Shard the Val data + raw_dataset = tf.data.TFRecordDataset(out_folder + "/"+tf_main_file+"_val.tfrecord") + shards = 20 + for i in range(shards): + writer = tf.data.experimental.TFRecordWriter(f"{out_folder}/{tf_main_file}_val-part-{i}.tfrecord") + writer.write(raw_dataset.shard(shards, i)) def preprocess_tfrecords_labelled(split): with open(big_earth_models_folder + 'label_indices.json', 'rb') as f: @@ -296,10 +321,18 @@ def preprocess_tfrecords_labelled(split): help="whether to download bigearthnet data") parser.add_argument('-tf', '--tfrecords', default=False, type=bool, help="whether to create tfrecords") + + # process tf records labelled for balanced data parser.add_argument('-tfl', '--tfrecordslabeled', default=False, type=bool, help="whether to create tfrecords with labelled") parser.add_argument('-s', '--split', default='train', type=str, help="which dataset split to create (train,val,test)") + + # Shard the data + parser.add_argument('-sd', '--sharddata', default=False, type=bool, + help="whether to shard the data or not") + parser.add_argument('-sdn', '--shardname', default='balanced', type=str, + help="which main file to shard") args = parser.parse_args() if args.download: @@ -316,3 +349,8 @@ def preprocess_tfrecords_labelled(split): print('preprocess_tfrecords_labelled---START') preprocess_tfrecords_labelled(args.split) print('preprocess_tfrecords_labelled---END') + + if args.sharddata: + print('shard_tfrecords---START') + shard_tfrecords(args.shardname) + print('shard_tfrecords---END') From 3f08d3469d94029358a993175c9e402ab5a152d9 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Sun, 14 Feb 2021 21:58:57 +0000 Subject: [PATCH 7/8] Updating EurSat EDA --- ...-eo-initial-eurosat-data-exploration.ipynb | 1350 +++++++++++++++++ 1 file changed, 1350 insertions(+) create mode 100644 notebooks/4.0-eo-initial-eurosat-data-exploration.ipynb diff --git a/notebooks/4.0-eo-initial-eurosat-data-exploration.ipynb b/notebooks/4.0-eo-initial-eurosat-data-exploration.ipynb new file mode 100644 index 0000000..addebce --- /dev/null +++ b/notebooks/4.0-eo-initial-eurosat-data-exploration.ipynb @@ -0,0 +1,1350 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# EuroSat Imagery - EDA" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: altair in /usr/local/lib/python3.6/dist-packages (4.1.0)\n", + "Requirement already satisfied: vega_datasets in /usr/local/lib/python3.6/dist-packages (0.9.0)\n", + "Requirement already satisfied: entrypoints in /usr/local/lib/python3.6/dist-packages (from altair) (0.3)\n", + "Requirement already satisfied: pandas>=0.18 in /usr/local/lib/python3.6/dist-packages (from altair) (1.1.5)\n", + "Requirement already satisfied: jsonschema in /usr/local/lib/python3.6/dist-packages (from altair) (3.2.0)\n", + "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from altair) (1.17.3)\n", + "Requirement already satisfied: jinja2 in /usr/local/lib/python3.6/dist-packages (from altair) (2.11.2)\n", + "Requirement already satisfied: toolz in /usr/local/lib/python3.6/dist-packages (from altair) (0.11.1)\n", + "Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.18->altair) (2.8.1)\n", + "Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.18->altair) (2021.1)\n", + "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.6/dist-packages (from python-dateutil>=2.7.3->pandas>=0.18->altair) (1.15.0)\n", + "Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.6/dist-packages (from jinja2->altair) (1.1.1)\n", + "Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.6/dist-packages (from jsonschema->altair) (1.7.0)\n", + "Requirement already satisfied: pyrsistent>=0.14.0 in /usr/local/lib/python3.6/dist-packages (from jsonschema->altair) (0.16.0)\n", + "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from jsonschema->altair) (49.6.0)\n", + "Requirement already satisfied: attrs>=17.4.0 in /usr/local/lib/python3.6/dist-packages (from jsonschema->altair) (20.2.0)\n", + "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/dist-packages (from importlib-metadata->jsonschema->altair) (3.1.0)\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pip install altair vega_datasets\n", + "%pylab inline\n", + "\n", + "# import gdal\n", + "import rasterio\n", + "import tensorflow as tf\n", + "import numpy as np\n", + "import os\n", + "import json\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import pandas as pd\n", + "import altair as alt\n", + "import random\n", + "\n", + "from tqdm import tqdm" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Images in the dataset are in in Geotif format with all the bands (13) in the same file. The code below is an example of a patch labeled as \"Industrial\". Each band has 60x60 pixeles. In a visual inspection, we can note note that each image has the same covered area. The resolution varies for different bands. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "sr_path = '/workspace/app/data/raw/EuroSat/fulldata/'\n", + "# os.listdir(sr_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "band_ds = rasterio.open(sr_path+'Forest/Forest_1000.tif')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(15,15))\n", + "\n", + "bands_l =['B01-Aerosols-60m','B02-Blue-10m','B03-Green-10m',\n", + " 'B04-Red-10m','B05-Red edge 1-20m','B06-Red edge 2-20m',\n", + " 'B07-Red edge 3-20','B08-NIR-10m','B09-Water vapor-60m',\n", + " 'B10-Cirrus-60m','B11-SWIR 1-20m','B12-SWIR 2-20m',\n", + " 'B08A-Red edge 4-20m']\n", + "\n", + "for idx in range(13): # 13 bands\n", + " raster_band = np.array(band_ds.read(idx+1))\n", + " img1 = np.array(raster_band)\n", + "\n", + " plt.subplots_adjust(hspace=.1)\n", + " plt.subplot(4,4,idx+1)\n", + " plt.imshow(img1,interpolation='nearest',cmap='gray')\n", + " plt.xticks([])\n", + " plt.yticks([])\n", + " plt.grid(False)\n", + " plt.title(bands_l[idx], fontsize=14)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RGB Images\n", + "\n", + "The data set has 10 different labels. Images are saved in different folders according to its label. Each folder has the name of the corresponding label. Here, we plot one example per each label considereing only the RGB (B04,B03,B02, Respectively)." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Pasture', 'Industrial', 'PermanentCrop', 'AnnualCrop', 'Highway', 'HerbaceousVegetation', 'Residential', 'Forest', 'River', 'SeaLake']\n" + ] + } + ], + "source": [ + "base_path = '/workspace/app/data/raw/EuroSat/'\n", + "rgbpath = os.path.join(base_path,'rgbdata/')\n", + "labels = os.listdir(rgbpath)\n", + "print(labels)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lcount={}\n", + "\n", + "plt.figure(figsize=(20,8))\n", + "\n", + "cont = 1\n", + "for lbl in labels:\n", + " figpath = os.path.join(rgbpath,lbl+'/')\n", + " lcount[lbl] = len(os.listdir(figpath))\n", + " figname = figpath+lbl+'_1000.jpg'\n", + " img2 = mpimg.imread(figname)\n", + "\n", + " plt.subplots_adjust(hspace=.1)\n", + " plt.subplot(2,5,cont)\n", + "\n", + " imgplot = plt.imshow(img2)\n", + " plt.xticks([])\n", + " plt.yticks([])\n", + " plt.grid(False)\n", + " plt.title(labels[cont-1], fontsize=16)\n", + " cont = cont + 1\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 0., 500., 1000., 1500., 2000., 2500., 3000., 3500.]),\n", + " [Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, ''),\n", + " Text(0, 0, '')])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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The code below is an example of a patch labeled as \"Industrial\". Each band has 60x60 pixeles. In a visual inspection, we can note note that each image has the same covered area. The resolution varies for different bands. " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "sr_path = '/workspace/app/data/raw/EuroSat/fulldata/Industrial/'\n", - "# os.listdir(sr_path)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "band_ds = rasterio.open(sr_path+'Industrial_1000.tif')\n", - "\n", - "plt.figure(figsize=(15,15))\n", - "\n", - "bands_l =['B01-Aerosols-60m','B02-Blue-10m','B03-Green-10m',\n", - " 'B04-Red-10m','B05-Red edge 1-20m','B06-Red edge 2-20m',\n", - " 'B07-Red edge 3-20','B08-NIR-10m','B08A-Red edge 4-20m',\n", - " 'B09-Water vapor-60m','B10-Cirrus-60m','B11-SWIR 1-20m',\n", - " 'B12-SWIR 2-20m']\n", - "\n", - "for idx in range(13): # 13 bands\n", - " raster_band = np.array(band_ds.read(idx+1))\n", - " img1 = np.array(raster_band)\n", - "\n", - " plt.subplots_adjust(hspace=.1)\n", - " plt.subplot(4,4,idx+1)\n", - " plt.imshow(img1,interpolation='nearest',cmap='gray')\n", - " plt.xticks([])\n", - " plt.yticks([])\n", - " plt.grid(False)\n", - " plt.title(bands_l[idx], fontsize=14)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## RGB Images\n", - "\n", - "The data set has 10 different labels. Images are saved in different folders according to its label. Each folder has the name of the corresponding label. Here, we plot one example per each label considereing only the RGB (B04,B03,B02, Respectively)." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['Pasture', 'Industrial', 'PermanentCrop', 'AnnualCrop', 'Highway', 'HerbaceousVegetation', 'Residential', 'Forest', 'River', 'SeaLake']\n" - ] - } - ], - "source": [ - "base_path = '/workspace/app/data/raw/EuroSat/'\n", - "rgbpath = os.path.join(base_path,'rgbdata/')\n", - "labels = os.listdir(rgbpath)\n", - "print(labels)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "lcount={}\n", - "\n", - "plt.figure(figsize=(20,8))\n", - "\n", - "cont = 1\n", - "for lbl in labels:\n", - " figpath = os.path.join(rgbpath,lbl+'/')\n", - " lcount[lbl] = len(os.listdir(figpath))\n", - " figname = figpath+lbl+'_1500.jpg'\n", - " img2 = mpimg.imread(figname)\n", - "\n", - " plt.subplots_adjust(hspace=.1)\n", - " plt.subplot(2,5,cont)\n", - "\n", - " imgplot = plt.imshow(img2)\n", - " plt.xticks([])\n", - " plt.yticks([])\n", - " plt.grid(False)\n", - " plt.title(labels[cont-1], fontsize=16)\n", - " cont = cont + 1\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([ 0., 500., 1000., 1500., 2000., 2500., 3000., 3500.]),\n", - " [Text(0, 0, ''),\n", - " Text(0, 0, ''),\n", - " Text(0, 0, ''),\n", - " Text(0, 0, ''),\n", - " Text(0, 0, ''),\n", - " Text(0, 0, ''),\n", - " Text(0, 0, ''),\n", - " Text(0, 0, '')])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(15,5))\n", - "ax = fig.add_axes([0,0,1,1])\n", - "labels = lcount.keys()\n", - "count = lcount.values()\n", - "ax.bar(labels,count)\n", - "\n", - "for bar in ax.patches:\n", - " bar.set_facecolor('royalblue')\n", - " \n", - "ax.set_ylabel('Patches',fontsize=24)\n", - "plt.xticks(rotation = 90,fontsize=20)\n", - "plt.yticks(fontsize=18)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.6.9" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/src/data/make_data_eurosat.ipynb b/src/data/make_data_eurosat.ipynb index 32bc180..986d5c0 100644 --- a/src/data/make_data_eurosat.ipynb +++ b/src/data/make_data_eurosat.ipynb @@ -29,38 +29,6 @@ "from random import choices" ] }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13535 6677 6788\n" - ] - } - ], - "source": [ - "\n", - "split_option = [0,1,2]\n", - "weights = [0.5,0.25, 0.25]\n", - "\n", - "\n", - "\n", - "for i in range(27000):\n", - "\n", - " if pick==0:\n", - " train_cont+=1\n", - " elif pick==1:\n", - " test_cont+=1\n", - " else:\n", - " val_cont+=1\n", - " \n", - "print(train_cont,test_cont,val_cont) " - ] - }, { "cell_type": "code", "execution_count": 3, @@ -98,7 +66,13 @@ "outputs": [], "source": [ "if not os.path.exists(eurosat_path):\n", - " print('ERROR: folder', eurosat_path, 'does not exist')" + " print('folder', eurosat_path, 'does not exist')\n", + " print('Downloading Data...')\n", + " # Downloads the data from EuroSat website\n", + " # os.system(\"curl http://madm.dfki.de/files/sentinel/EuroSAT.zip -o /data/raw/eurosat_rgb.zip\")\n", + "# os.system(\"unzip /data/raw/eurosat_rgb.zip -d /data/raw\")\n", + "# os.mkdir(eurosat_path)\n", + "# os.rename(\"/data/raw/ds/..../*) " ] }, { @@ -108,7 +82,8 @@ "outputs": [], "source": [ "if not os.path.exists(eurosat_folder):\n", - " print('ERROR: folder', eurosat_folder, 'does not exist')" + " print('ERROR: folder', eurosat_folder, 'does not exist')\n", + " os.mkdir(eurosat_folder)" ] }, { @@ -118,7 +93,8 @@ "outputs": [], "source": [ "if not os.path.exists(out_folder):\n", - " print('ERROR: folder', out_folder, 'does not exist')" + " print('ERROR: folder', out_folder, 'does not exist')\n", + " os.mkdir(out_folder)" ] }, { @@ -145,20 +121,6 @@ "execution_count": 10, "metadata": {}, "outputs": [], - "source": [ - "# Downloads the data from teh Bigearthnet website\n", - "# def download_data():\n", - "# os.system(\"curl http://madm.dfki.de/files/sentinel/EuroSAT.zip -o /data/raw/eurosat_rgb.zip\")\n", - "# os.system(\"unzip /data/raw/eurosat_rgb.zip -d /data/raw\")\n", - "# os.system(\"curl http://bigearth.net/downloads/BigEarthNet-S2-v1.0.tar.gz -o data/raw/BigEarthNet-v1.0.zip\")\n", - "# os.system(\"tar -xvf data/raw/BigEarthNet-v1.0.zip -C data/raw\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], "source": [ "cont = 0\n", "label_list = os.listdir(eurosat_path)\n", @@ -170,7 +132,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -198,8 +160,6 @@ " int64_list=tf.train.Int64List(value=np.ravel(bands['B8A']))),\n", " 'B09': tf.train.Feature(\n", " int64_list=tf.train.Int64List(value=np.ravel(bands['B09']))),\n", - " 'B10': tf.train.Feature(\n", - " int64_list=tf.train.Int64List(value=np.ravel(bands['B10']))),\n", " 'B11': tf.train.Feature(\n", " int64_list=tf.train.Int64List(value=np.ravel(bands['B11']))),\n", " 'B12': tf.train.Feature(\n", @@ -216,47 +176,75 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Label: Pasture \n", "\n", - "1998/2000 [============================>.] - ETA: 0sLabel: Industrial \n", + " Label: Pasture \n", "\n", - "2499/2500 [============================>.] - ETA: 0sLabel: PermanentCrop \n", + "Folder Pasture exist already\n", + "1996/2000 [============================>.] - ETA: 0s\n", + " Label: Industrial \n", "\n", - "2499/2500 [============================>.] - ETA: 0sLabel: AnnualCrop \n", + "Folder Industrial exist already\n", + "2499/2500 [============================>.] - ETA: 0s\n", + " Label: PermanentCrop \n", "\n", - "2997/3000 [============================>.] - ETA: 0sLabel: Highway \n", + "Folder PermanentCrop exist already\n", + "2496/2500 [============================>.] - ETA: 0s\n", + " Label: AnnualCrop \n", "\n", - "2499/2500 [============================>.] - ETA: 0sLabel: HerbaceousVegetation \n", + "Folder AnnualCrop exist already\n", + "2998/3000 [============================>.] - ETA: 0s\n", + " Label: Highway \n", "\n", - "2997/3000 [============================>.] - ETA: 0sLabel: Residential \n", + "Folder Highway exist already\n", + "2497/2500 [============================>.] - ETA: 0s\n", + " Label: HerbaceousVegetation \n", "\n", - "2997/3000 [============================>.] - ETA: 0sLabel: Forest \n", + "Folder HerbaceousVegetation exist already\n", + "2996/3000 [============================>.] - ETA: 0s\n", + " Label: Residential \n", "\n", - "2999/3000 [============================>.] - ETA: 0sLabel: River \n", + "Folder Residential exist already\n", + "2999/3000 [============================>.] - ETA: 0s\n", + " Label: Forest \n", "\n", - "2498/2500 [============================>.] - ETA: 0sLabel: SeaLake \n", + "Folder Forest exist already\n", + "2997/3000 [============================>.] - ETA: 0s\n", + " Label: River \n", "\n", - "2997/3000 [============================>.] - ETA: 0s" + "Folder River exist already\n", + "2498/2500 [============================>.] - ETA: 0s\n", + " Label: SeaLake \n", + "\n", + "Folder SeaLake exist already\n", + "2998/3000 [============================>.] - ETA: 0sCompleted!!!\n" ] } ], "source": [ "bands_l =['B01','B02','B03','B04','B05','B06','B07','B08',\n", - " 'B8A','B09','B10','B11','B12']\n", + " 'B09','B10','B11','B12','B8A']\n", "\n", - "pick = choices(split_option,weights)[0]\n", + "# Split options [Train = 0, Test= 1, Validation= 2]\n", + "split_option = [0,1,2]\n", + "# Split Probabilities [Train = 50%, Test= 25%, Validation= 25%]\n", + "weights = [0.5,0.25, 0.25]\n", "\n", + "# TFRecords Writers\n", + "TFRec_writer_train = tf.io.TFRecordWriter(os.path.join(out_folder, 'train.tfrecord'))\n", + "TFRec_writer_test = tf.io.TFRecordWriter(os.path.join(out_folder, 'test.tfrecord'))\n", + "TFRec_writer_val = tf.io.TFRecordWriter(os.path.join(out_folder, 'val.tfrecord'))\n", + "patch_name = out_folder\n", "for tifile in label_list:\n", " # create Folder\n", - " print('Label: {} \\n'.format(tifile))\n", - " patch_name = os.path.join(out_folder,tifile)\n", + " print('\\n Label: {} \\n'.format(tifile))\n", + "\n", " try:\n", " os.mkdir(patch_name)\n", " except:\n", @@ -272,15 +260,16 @@ "\n", " # loop in the folder\n", " files_list = os.listdir(os.path.join(eurosat_path,tifile))\n", - "\n", + " \n", " # write holder tfrecord\n", " progress_bar = tf.keras.utils.Progbar(target = len(files_list))\n", " for findex,fex in enumerate(files_list):\n", " sname = fex.split('_')[1][:-4]\n", - " TFRecord_writer = tf.io.TFRecordWriter(os.path.join(patch_name, tifile+'_'+sname+'.tfrecord'))\n", " band_ds = rasterio.open(os.path.join(eurosat_path,tifile,fex))\n", " bands = {}\n", " for idx in range(13): # 13 bands\n", + " if bands_l[idx] == 'B10':\n", + " continue\n", " bands[bands_l[idx]] = np.array(band_ds.read(idx+1))\n", "\n", " # prep example dev example\n", @@ -288,8 +277,18 @@ " original_labels, \n", " original_labels_multi_hot, \n", " patch_name)\n", - " TFRecord_writer.write(example.SerializeToString()) # This is the full path to tfrecord\n", - " progress_bar.update(findex) " + " \n", + " pick = choices(split_option,weights)[0]\n", + " if pick == 0:\n", + " TFRec_writer_train.write(example.SerializeToString()) # This is the full path to tfrecord train\n", + " elif pick == 1:\n", + " TFRec_writer_test.write(example.SerializeToString()) # This is the full path to tfrecord test\n", + " else:\n", + " TFRec_writer_val.write(example.SerializeToString()) # This is the full path to tfrecord val \n", + " \n", + " progress_bar.update(findex)\n", + "\n", + "print('Completed!!!')" ] }, {