{ "cells": [ { "cell_type": "code", "execution_count": null, "id": "9cbc405f-2b6b-4edb-abcf-991b36339ff6", "metadata": {}, "outputs": [], "source": [ "CoNIC\n", "└── images" ] }, { "cell_type": "code", "execution_count": 1, "id": "0f7dab05", "metadata": {}, "outputs": [], "source": [ "data_directory = \"../../data/\" + \"CoNIC/\"" ] }, { "cell_type": "code", "execution_count": 2, "id": "2137a557", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Jupyter Capture Output v0.0.11\n" ] } ], "source": [ "import slideio\n", "from PIL import Image\n", "import numpy as np\n", "import openslide\n", "import tifffile\n", "import jupyter_capture_output" ] }, { "cell_type": "code", "execution_count": 3, "id": "af2d3bc2", "metadata": {}, "outputs": [], "source": [ "image = np.load(data_directory+\"images.npy\")" ] }, { "cell_type": "code", "execution_count": 18, "id": "fdcdcf2f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Output saved by creating file at ../../samples/CoNIC_image.png.\n" ] }, { "data": { "image/jpeg": 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2DwD6VzTqOGqRMpOOxzHw+0/xDa29zNr1vHbByPJiDZb3J9K64QqspcHr2p5kBzls1E06A5Y8Cuac3OXMc7bb1JXYKMmsTViNVeLTI3ZWfLSEfwrinahqawozCQBs7VQ9zWcs8tlI1wrpJcSryGq6dNr3jSMLanKyaD4k0W+Lzxve2aIYYRCwIReuSvXNW9IvPLv7i7ud0MbARhFhK9OhIrbivbq2VGuGErsNwCDP4+1Yeq6g10tx9pD2zGVEj3Hrnvx7V2xlKatJFbG+twl3DI6SA8gZHQHNZd1rMtoJZLbbb2m7Bu5sszEdwOwpqzR6Ra3KFj5SqCxbqT0rCkurq6220ccU9tITsSQHaD2zRCld+Q7mhB4ja5DsFaeBDvaWHhgO5xW4PKmijnWYOjDdhuAa5uxV7DWEsore1jnaIhhAxwRWu0kkKm2BU+T8+3HX2p1IL7JUZMzrh00+5tRBeSefcNhDt+8Rzk+wrYXxTHe3oikt4HcoQCyANkelQ3GizIPLeZlCjKNtHmD6HtUFpbG3b7Va20QmYbXM4zuPqpofJJXe5Fjaj1GQ+cssSNGF5hwACO4rl7nxfcC4Kx6PYwWu7AMsYOR35NaUtrOIbY3LLIIyWZY+lcg9td3OsSXEMcUqud6Wu0sV9M46VVOnF3bBrQ6VfF+h27GSLRbmSXGSI/ljz+P+FUtU8R3d/PCn2K0tY7pSiI0u7ae2eKsf2DqV7It3fCCySRQrRqS+PZQOlSf8Ippu6GB7mTbGx2lVw2D1ppUou/X7xKJyk+lXFs0NnNDasxZcPG4Yhuvbmu1jEhkSOLc8snJjQ4Ucd8U6I+G9FQRpp7tI5IDE5kPHXFaOktatJ9tt8vDLGUTA2lcdQampV5lexUdC9p1hNiG3YqrIwdtoq1rOlS3kEh8zIRcKGHBq1pttJGTdMxHmLjYe4rQUbjt7V58qjU7oyc3c8gluHtNQW3mxCJBtUk/yr1HSCW0iBz97GCfXFeaapcjXNYvbSGLyp4Hf7M3BLFev0zXQeA9Q1K7k8iSSM28SlZEPUN7V14mDlT5jSesTsLpc7DgcHmqGr3SWdkz5A+U9atag4VFA34VudozxXJ+K723uPLtcM0XSXIIK45Jrmow5pImmrtGDHYzavpr3EJMKwyFPnG7cO5qtoMMMl9PYaZ5hEDfvvMGCSecj2q59ru5cxWylbXYBFnhQD3461t74NA0KaOzZG1Ocgb5F5dyOuPQV3yk0uXuaXIdUvpRDPCJVggii3SSqu7OOoFc5BcLqdq9rBchoduQWXDEn1rc02LVbe0YTxW9xLNgFj8qgfxVWl0tby9FzE8duifIEQZDYohaOjAzrcXEsPMJCQtw7pwxq7ZBluGFvbmV3PzgHgDp3rUewtbVPtGoXRYMpVYl7j1NUBq0cn2aGySOKGRm8p2Od5HXpRz82w1oavkywx/aJlSUK4bg58oD1roDqNukYkSZNrDcyA85+lcraTRxWsNzcbo45BnB53HPINPYQzXEUqD5epyME1hOHM9RtKW5uHWUhtdyFpHLE/vOMD0rMm1m8uF3RyGPaxyntVPVL2HSbQ3TwtM8rhYYR/ET0J9qqpc6oIGku3tFDgApFFyAfenGkt7CXKmXrJ/ts7tMrHjhs9DjrUcswjnzM+zzPlUH1qKy1QC7KMYxbiQwFUBLBiOCfx4qOaOxvkibzXjaOQ72ZT171ajrqKTuTm4+y3kkd0VY3CqqAnCsDx1FUNVsPLvyqIblrfY5XduwAe9aka2LWM1tfJ5lvuVYiBgik8/T7KG4t7WfJaEkMeSxHbJ601Kz0QrGbd7U8QrNcI/2KVNyggktj0FV4oJraYXS7HUzv5ZJxtB6ce1TwlLgQxzzOVY74JSfusR932qSSFW0tLXAYyTYzuw2O+DWl7aBYzhfXi4a1m3TeaEMqqA2Cf5VqT25ttYnAn3l0CKT1JPWs51t9N1qKdCws4FKSCQcs2ODn2q7G/najH8xdXk3KPQ+tOS7DRUh0qSSxfVLmebySCQPMbd6CugisEOkQebckrEu4Fjy3pXJS39vcXq20IuorR3ON0h3P7+ldDo0fl6skM6yQwlfuSMW+hJ9c1NRO1yVuJf8AiCy0remy4mnXrBbJ9z6k1Lpury6hbSw+XNZ3DLvKso3FfXisW+h1PTdfvbwWMmoebLuAgTdlemOPWtvSbfW73Wf7burGSCGC3MUNu64Y5AB3euKmUYqNw5tRxuLmXT/JNwFMZxz1PPBqIXP2fUbe3W3YjGZ5WPQ0mqrqxtmFvDCImOAScN9fpUdlayurT31x5t4FK7YflUehPvSSVrs0ViLSxJJc3E7Ni5+0PCzMmVz/AA/pW54XtZIAmn3ZR7tZndmUYBUnPFU4dNGp71huXh2kNIsTYO8cc1eeFrHVradJT5uNrNIeAB1qKj5lyoho7Njz7dqQ/cbb1IwKybPXLSa0+0SzpEhYgBzg1NJrFosnlxyea4IDBOcZrz+SSZzuLTPPIPCWr2XjOK5jVxF5nmzTHkN7CtrSYo7LxLI0a4EznkdC1dNrV2bLSLm7csAiZAB5rk9C1yHxIqvDCLaawk5HZiOf5Zrt9pOpBtrTY2g9LHdvAGTIyHxnr3964DVLS5VDJdAu8zM2c5GDxXe3Fwo06S52uQ0WQqjJyR0rAit5tS0b7PKHSJeA2MHPrWFCTjqxU5WZxEVzeWemW9nNAsKBgI5hyZFz29qs3FjNf3E06St58agAE+3PHrUdtZwR3mVikaWGQgjdnBHoOwrYtfKiuEa4dA8gIUrgN/wKvQlK2qNrGeReRxLE00hjc7eeCeO1W7OZ7ZljjiAXaXwecH0NRXE0T3TPcbmeKTao7Jj+dWd9tp2nmaUszysSFTgCpk9NibmYWbULG8eS5USPmPEgwA3otTS3UumWmm6da2UbeRiB5NvIYjO4fzpLq3mkijms7WMW7ShsyDoT3qxdRR6Xp08ktwLqad/3jlsiPP8ACo7U7rRCshkuoWelwxWyxPdSJwrerE9eaikvbm4nMT28cUjYIjU5Kj3pkt+UiW6jtoXZBtVCuSCOgHvVzQbeSGwe7v1K3k5MhB/gGen1oaUVdjWuhjeJrqD+1rHdLKVhiVgiqSA568062v7aWbyUASPcPMPdvoa0LnTLa9bz/trxvESXj28MKtxabCLJJVUPC6nfgY247CnzxUUgtrqZapGdOu/s3F0kxkUKepDZGR39alQHULjUZzDNFGYknwy7UdiOdp+oqO1uEs74tFbsjOSMou9gcelb2hQXEGiJa3Uc24K/lysnIBJI4qZy5VcmxTjklTQbnaHjm3gqWGSoP865+28h4JIL2ZBcQHERY43Z6nNdhNbtFbwwTy+YsmcuFx19K4m609otRexugizr89tO4yCO3HeqpNO5Ww7Z5UMpklEj2xBCqeWwa2NQ8iPSpLokblXdEAcBS3QE03RrCS582RmgS4J2mQpkZAwSKh1e1hubCWF4ndEkTG1sbwD1puScrCtZFyz8OQXOnRG8nMySbS6s2Bxyao2F9HqHiM+Xn7NZ72XA/hQcfmasalfaiNOWKKHyAf3SGT5VAI61kaY50+C7jFu0k2RFCmeZWB3Nj9KEpNNsWxei0y7vYre2urdn8kbYjEnJb1J7CuptLW20Wx36pMkQYfMSdzD2FUNb8QW2lvDp6F4ZJ32qitn88VRZ4LjUUsIppJ1YZO/PyN+NZvmmtdEFjal8f6Np1uBbQXDqfulE6ms7V/F2pLo1zqMkc1pE+I7eFgdxPcmsXWJW0jUTpnhnTxe6koH2i6kQN5eeyA8CtK2fWNG09b291YTh2LSW1w28P6gZHBqVRgrSS+8nRHLWeuapLJ5ZkZQo8x3xyAe1dJo+latrMtxcoGitXj2rNMNoPuBWy174fsrZtVubGOMMobDDJbIzgCqg8UX+vXkdjHALa0deAv3tpHGauU5Ne5GxWps6Zp8NvbqomW4kHVlPzMfWsjWY7m/hljsypmX5NjNjpzge9aMG6CSNCmxAAA/Q8VZl+yQ3ahoQ7S5cPnBJxWEZNSvuXY5vQ4TLoFt/aoPnwztuXgnr0NddcafaSTJcQEQrK6lyOvHpXP6GrK128rrKkjebGMfdycYraYzxWkSINpZ+G7LSq3ctCZK5J4psP7V8O6hbQgi4WAtHz3HI/lXA/Dky2+iT3d+QnnSZBA5bAxXpFrclYRJHtkBOHIP3hXKXMR1LxjHp8KKtrBEQyA/xHk/pRRk1Bwe25MFZ3ZspLdQ6Svkai0khdZCP7iZ5Ge/FdPKu5CvYDNZk1tZQSQ6dtWMSRbI0HU4PNaeAoCjooxXLOV9UZyZ5p4lmFrrxtYWW3W5xIHI25B4Jz+FYutw6dpUMV4t7NJdRylGCtn3HtXd+LrZZ9U08yW8bRlGVnb88Cubkht7eKRIJraGNuQlyN+T6j0r0qE7xTN0m0mRWV5FqMKTBVZ0PzBh8xOK1Be2JhjW/kXz7hcqAPlQDpmqumK7zrI7W06qpUPGMZJ/vVV8QaXJcMDa7MoPlj54PfPrmm0nKw2u4kd0JzHObwyQIe/I3Z4UVLfLokOn3E9+JIYfNEwCPkufTHWo4p/IsxHII1gj2NtSPkyd8e1bttpUF5erJc+S8AHmRxsOpPqPalKSjqyehi2v2O6uIrizLrd8vCGJ2njjIqW61E/a0jjiV2RdsvlHjPerGr3Pl6xKZisNpEuVKDHAHQfWseCK8nhma3EUV1esJLQK+WVf7zD0pq0tWPbU17hHltBPCFTjBB/h/xonnu4oIljuEFqBjacHLe1LEDZaTJHLEJViAVyT1HfHvWbFcy3FxEthEMK+0Rs4IjH973pJXG+5d0v7WLzz7dIhcHd+8l4ReBXVyX0b2P7shjGoDFFPJ7/hWFGXjgMN00cqFBu8tcDg9RWNquk61cW1zHomqSNFLgtDuCsvrg+lZygpy10Imrl+5nF39pnt2dYbaXdhmOHA6nntUF5pw1OYXbXDNOU3RRI4ATHTrU1rY376fDZ3cJUbPLLbgFf14FQ6h4dC3VtMHZoo1KLFg5X8R1rSLina4JMs2F1K0cTvhSZMH6g4NXpTFFbsCiFy+5T1xzVOJ7aK2jt5JY4yucJ3HPH9amE8BVpN8jlf4VTjFZS3NktNSnrKT3McJjt1uwG+dScEZ/iA9qppbT6S1pLJcRo+xpNzDjLNyM+uMVtCS3aFP3+wP94tGRtq1HHJcCIRSQyRsoBBAO3HfnpVKpZW6ESimc7Ghu7b7aIkJzxJLjen+0K17aFTKs+PnYAb2PU1n3unXUkUC272xRPlwrfeHeobPTtVtFk+0tLsJ+Ta2fpireq0ZKZPJpF5b3lzLp9zBDLKd4+0Egqe+CKr3NpOkKx67MLy2V1K/Z1+V268tWnDYSzNmcTSn0ft7Vp2dr5sEsYUxRRHbsK/f96h1Gtx2W5yf2KbxBfFZQIo9pUIRhI1+p61uaXpNnp88QhDSuV+aZjxj2q8w0wiX7TabXUYJJJDfSquy28kG0Owd9p6UpVHJW2QWNhXgu7qSC5TemzKlf8azL2yIsGa3YF1O4YfLBO9RwSuzhI2fzNpAHU+xqroWl3Wky3jX9wZ3k48sEnbnnOTWajbW407Mr6Hdwm/u0s4HgAUJH5o4Yg5JrSk8RbYzbyxiSTfsYAcj6CoLqBrW8FzASVLKGYjhQeoq1Hb2MmqpJM6R+ac4Y8kj0rSTi/eYW6k9sjwQStaxmKNBkxM+ST61hWm63v7q4icLO+TDIRnB7j3rtUsoZ95hiaLHy72GN3vXFatGtpdOdzIVnA4GaijJSbQlJMi8OatdXHjq2a9lnlZldd8q7Rx02jtXppBDEH1ry+y8Ma3qNyNSmvzGEc7EQZZl9c/Su90fUPtUZtZFYSQgAOWzv/8Ar1nioJu8TKavqUPFsef7PYB8mYLkdB71yN3HcXGm3b2dxFHdGQxq0mNyqO4+tdt4pDnTIGTqsuSfTiuRns7Z0PmSiMOwY7eu4dK1w0vdRrDWA3SoZIpUKRiSST5ZAFI3EdTzVveb27cWgMzoDukj4QEds+tUhG0NnfyRu8ckqbUdmJ2Z6tTrETWWj2KWVwJrcPkvH8u45757VtJXdwlew9lncQzTw2hmlOBEpIY/ie9W7m9UoMxNEw6KWzj8ax5L2BdZjWaRbm83kKsZztPpxVi4le3DbkfeowS2GySfQUOOwIz9atZbzRTcrM8jBiVCAkkd81oaBaJFo8M8cLWyquJriQ/OfUHPRatW+pW8OnmDyvOkRedhwoJPXn0rK1SW6e3itoVM64IlKcqQfUVSbkuULNlzZ52mHbKJbSQFQ8bZBIrKXT4Y4/MeKFZE+85c7voMVrCCPTNNtraACCNjhIAMhe7E5qxpcMcyzyGGBZ4ju3xqSD9QehpKXKhbjtLUjThNI213+VVPGB2pbffFcZQMkwH589KS4tpnAkKbw3IxyCe1SyRzCe3gVm+0H5pQo+56DPqazbT1NFsXYL6RIpYY7YzyRv8Ae/hXPXn1q9Dob3Y3Xc0hUncUBx+HFX9P0q3s4GUp8z/eGeBVq2yimMMGCdAOuK45VP5TGdT+UgFjp1hCZ/s0e2IcttycVNEkdzArvbooblRjBxVXUL+FNKumcbJlTPlvwc9qdpt+s+l20zBhlACSO9ZvmauZ62uV/sBvC4ACIGwCeoqlf6PLEryLKCnsuD+ldGhBXKjAPNDIH4bpTVVplKo0celhIJZNtrGmPutjJb39qt2unpDIJJ5ZSVOAo4zWdA9yrcTTIx+8CTgVoRSK0Kxi5VWOSpk4LnvXVO5szQkuPOBBCoh/iIyeKyJ754I3kiY4Jwc/3fWqV3qMkFrK/nqQvyMpUjH0rHeGSS0eZ5obe0I5LSbmPrxVU6PcVrI0LXU3lmlg8lZg33XHJq3o+k3d2ZjdBVfdgKvAx61jWV3p+m2z6hfSMlqi4giTmWb3PpWh4b8SPrOn3t3Gq2kMD7UhXJb6n1q6iaT5UK99jp9+meHLdo1kUzt8zMxyf/rVwcPiO7ub28uFdTaiTKjH3h70zU5Ly+hnht1Mhn5kwRv21i2ulx3UEQSZopQ23aP6irpUEk3LcLWPRILttS09LdVjDkFsg8/Sk0S0ilf7ZNApnjkIBfnaPaq8NydPs47OCHMpX5pG+nOMU+0uJoULRxMyFfnBHf2rGSdmkUtjsWuI47dppXCooySa4nWZzcfablYXiRwGG9OSOhbFdZp1zDeWURmKB1HzIexqlrUfnX0aDDM6MuO23Fc9F8kzKno7FDwzfmbSo9ikxoxVZAcFh71agiMV+kkJIUsXdcd6zdKRYpLm3jG23Kh48fwnuPzrfVStuhIc+jKM5q6mknbqXLQx/HGtpaafBYwqzXl1lkQcYUdSa4z/AISHRXXa80kTjGU8sn681seL7K+1TXrQQKrRxRFWZuNmecn0qrbr4b0YQRSWcms37ruDRKPKDem48V00oxhTS3fkSnyqyLunX9tdsRYRPcQsuzDxnLfWpzpkkVtcIEEMQyViVvvH3NYt/wCNdet32Lp1jp0Ix8m3cVH1FVoPiBraXKi4S3mhPI2pt3Cn7Orul+JSlc1tHurfT9oEUaAg7jgb1PfP1qJtUR7hhDCi+YcNgdfqa0bi6k1JYpWjhhQDOdoJb0qk1jcSxXMEU3lvLHncqZx/hTVm7vcdrC3CQNIR5CrEqbmYL8x5qJBaxOpt3u5AQNoQfL/+uoIpb37FDbvJ5c8LEKzc5X3NaunaNdytKPNt1jc5WXfkgd8Y6Gm/dWrHJ6FeA5C3CsQyykK9wMgZ69KuQRtAbp0JkmmkDSBDxjHA+lULcaiiXtvdvGISSLVosEMOwxWhb26afayS/aTvlxkD+GokxRSEjnCS7d3lxqhZgFOBjoPrW/oFs4IeSMgMm92YdX+tYKKuYtsr3BkYcseAOtdbpl3FPamOORXeP7yg8gVz1naOgqjaiX8juKorbLbXSBJHAZixPXIPY1aEqhsEjPpTyMq3AORiuRNo50cxqOoMuptC/ktEoIR3XI/H1q9peoLfFbeK2dIUG5mI4U+grFuPDJbWxP8A2jiOHPmWzDJK9cr71sf2g0hFmIDB5oEaEHOM9/rXTJR5Uom101oa8dzbSHZFNGxU4IVql6GsPTNAmsr0XE8sbLGDtVM5Y+prZD7snFc80k9GZSST0Z59Bqt7eloEkVLgYOyQY2j29anv9Tgs7UXN2gkaPiHC8se49qyk09JXnmZ/Ouy3yujcjHQA1IukTX8UUEYMchOXkdshWxzXqOML3Ojbcw9U8UXQuER4I5IyA5TmmC2udQZGtLZ5y2D5aplVJ9q7NvDem6Rsmeyn1W6dRgSHj8h2rQX7fcDEkcNjbqmXjRwmD7n6U/bxS9xCvc5ax8LC5Ro7sStOfvMThEP4elaU/wBi0EQ6Zo9g93K7Bpn3bVJ9z6Uh1azluk03Tr4zyOcExtmNB3PqTUHiKyumv1EKSqP4Hj+6QB3qbynK0noIaL8CeaOG0slnKnEcQIbI9z2qnp/iG6UPBe2dujLzuCgFvxqxaQXluIl+ztcXkasXk8vBIPbNasGko5imvlht0j5jQDJB9T6mqbgtwTJluf8ASIMo+JflBTouaivHhshOv2rzXthuKx87fqfWodVmnCpFYWtw9qjBpJEGX98CqD6WJv7Qt7LTrhRchSbidtigdTxWcYrdg2behNDfSW5kLMsqlyp4OR0q9Hcn7es3lsyDcpBHP1AqhpVvJp0dmvnrcC3UkhFO5yeuM9q1RZtfRQXkUm2QOdwU8jmsJ25mNuxjugMSS27lJopAGRT94E8EfyNdfYTmazWXoxyduPu1z+qSRRayXWMN8gRmX19TWvoYJ0mIOTnBBb1rOprFMU9YpnKXcOpX9jqE8TELbSkSZXBmA64rnprV9Xt4zb3MgjVQvlrCAqEf1r0nSo/Ks7q2Cli0jZDHqD71wrq+mXVxaY2yo+1cDkjt+mK6qNRttIqOraKv9g/aIAqyEhQF3SDLN/jSr4WjjjzLJLIQcrkYAH9auXN3cQ2PmZ/fNiOJQec+p9Kmh1i+jkVVT93GOso3EE1q51LaDsaFrpd3IQVtysZUBeeKbqmm+JFhEelPBHGVIcsvzk/Wql7rHiRAi2V9ECwOwOqhT9TWL/wlHiW5Bb+3BCgJBCwAnjr1FZxhUbvoTLmHWuieIILuNbqPzU2nzBnINW7uSx0qMwxzzPORlobfnB9B6U46g8d6kk2rPeSBB5kP3QcjngCpvK0S83C2vfsFwx+YScoT6g1o5O/vfgPoV7e5vftCCCzCPLGGAuGywHsOxp5urpwwuvLSQDAXtjvRdaFPFrI1ObUbKeRUCoBKVxj2HWpEngjuC6AXN3LwG24QHv1ovF6oSJhG6ixWQrGJyQAONq4rohaW+l6Yv9mRRRXUpALv1YDkkmuWG+ZYnaYylH+93Qjt9K6SSD+39PijDtBLG2+Nj0PqDXPVvpfYqWqT6F2zu7a9WeZMRzIcYZ8g+4rUiLGMFsbgeQKyNHs40juHuEAYtggLgLj+dStqH2e5Fvb/AL+WWQEgg4RfrXLOKbsjCSu9DTMULStK0Sl2XaWI6j0qj9gtLKVJYw6/NkMTuCe30rR4OdpDAHBwc4NQ3NytrCzNhn4ASs02tESmyVifvoVPt2NZj3F7HqLqYFED42sOSKl+122CxcqOuB0p0kySSBEY4K5OO49qpabjStuectAbe2K6a4ty5L7Rlmb3zVyMy2unxxuztt+YMM5JPrV23uNtuzQp5C9CQoJA/Gob/VWs4Flid5QflKvHx9a9LmctLG9inq+pX72jva3LowjIUgc59BXn93Pqd5ZQb1ujlsybg2GOfWvQLbXtRvBiPSHYqeXw6jHr0qVdVhRxA5EsjNzGuXAPpWkJcmjiK19jL8HWMsUM9/cRCJcHyVVfw6+la194lWw+SPTXvrzaCRvOxR61ajW3kQhWliKnaVzhV/Cob2yXm7il2ugEbOE5YH1Hes24zneQ2tByarqF9p5lhmhtGjTfIqjIUenqaal9GojvJ3kcqAVGCFYnoOepptpiGN8XUKLL8rkIQDjpVuSxsnsFtftiqC/mKSc8+oz/ACqfdT2JsZsWrahr0hkuNRfTNPJKKsQ2sXxwCfSsPRo2uvESS2t3dn7G+ZppGJVh02gHrn1rYk0qG2McUt+8kP8AEm4IGOc896s6hP8A2ZaJ9ktRGu8bwg+9kdSa0TitIrcVtTe0RIbnUboknzgmIQegHc/Wr8Ti0eVboBJNvzKvAb/aWsC2ujaahaTEbSWUYzxg9Qa7K6givYXikUNkfKe4+lcNXSWuwT0fkcwNPjt/MYxSKWBGXbh89DVvRb1bTw5cfaCdttvDMeo9qdLBLc6YbSZsTomUz3xVfTTFq1veWcgC/aoBkejDg/0pt3WpUneJD4E1W41DTZZrnaQ1wyoy56YyM1T8ZWz2utxXiqoSePG8nABHXNbNnpa+HtCtYUI3RzqzMP4iTir3iHTU1TSprcgeYDujyO9CqRVXmWzM4ys7nDsy3NjGVkAIO4N1OaqXss1xeJCV+RosZX19xRDFJBPLDKVjc/IVcY2UktrquoXCPZwxNHBJ5bLuxvAHQ46Zruja5vLa5Ta5ig0sP9rSVlYhrWRRhR03ZpY7iGeBgsQL+UxKBsKDjiquq31vNJNbzaMtnLH8kgjk3ZOOlaMFjDbadpx8i5gklDTSRsckr0z7CtHZLUlO5HLcw2ulrJK/kJtT5mXmcnqAadNamAQyW9viwmIeTd1Cd8ip7vw7a6hBCj3aWlmGDx+eemOu31q40fh+8CQS+J7i5MWEIUYXHocDpUOohN2YiWelSTBrWCOCNEzuHUj61XWWSaOa8SHZCE227Y5B9T9a3NQ0jOmsllPEUfG3YRjb9a5qHT9csYmjsrS5kDALsZdw/wB7PpUwkpLcHZF2Cea3tJLi5t41jSPBj6bie9XvD1/J/aHmmc7NuEiY8AHrxVaGOePTgNXtN90/MiZyN2OMAU2K1urMR3NxCsLNJmKMn5tvfPpUzSaaKjrozvrqZUtY5ip8ssA5H8I9a5LV9ZtbTXVt45ygkPyGM45x1zXQ6Tfx3MTBthQkKF649jTdR0G01HWLaWWGL90MqQmCv4+lcUOWErTMk+VjdOvVFsWlSRVx99QfmP8AWrWq6hpOkWBvtQk8hZBgbvvsfQCmRa3apcG3Uuyk/KQBtH0ri/iTot5rWp2Etk/mbUMZjJx82eCPrTp01UqJPRCcXc6XRL/SNdtXu7G686GN9roVwyn3FdCsafcUAAV5l4F0e88MXVzJqAaMyAhok5B9ya9HN5Ctkl3uUxOM7gaVeHLOyd0KSZxcF7FOEfyNpZgV/wBoH2q0qTRAiMys+8kRjBNQW8NwFhiS1TzEclQTghfU+9JC+oW128xjlUhj93ndXU/I26DfEF5qaeHT5LTIxkEcp6ELnrWbcRaasX2+MNtsAGwRgSN3z610klysyNE5DRvxNG3Xn0qr/wAInZzsDPcXPkMciHgFvYn0ojOMVroQ7lDStUTWLprxUMNiYB94D5nJq/LHZvueF3wrAHGfzx3q/HYRWUItoba2a3UcISOKglvrPSbG4nup44go+6rfd9KlyTfulK5SuNOvrfafkmiHIdccfh61FFBMvDDcerK+P0puk+IbLxHe3OnTQG22x+bHcxyEhsdc+9SagGkglSRo/KVBifd8pUf1q03flY0+jKWoS2cxacxRfaoseUOOSPX1qvDcTGcyaxdu7S8pbxR56ep9KoTT2k0KRzobaEH5ZUTG/PvVvTY7XT5SIJZS5G1nk5GDznBrflsiTeKW94wQFv3i7txPIxWtp2ptHdpb3MgU9FOD84+tc/YajHcm6ucKggynmyHAY9OPaoXuFnzKL+3CufvBs7T2wK5pU+bRl6NWO21ZY5bbzNxR0Bwy9ee1ZT2E2mQw3Ee5AxHzn+An19jT9PMt75DTStIkDgs2cBjjjiuhlZZYJEkQMpXlTzXK24e6ZXcdDntX1CWS2itnj+YukwKchgpBNdIrrKiuhDIwDAiueeIw2DWzkeepLxHv9Ks+Hbgy6cYm4aI4x7EZFKcfduhziuW6KviDQ45la8tUC3OclmPB9q5KDdYa0l+TcKvlkTW8bYIbswHevSLyJ5oQEUMVO7BPWsXUrc3kCre2cauTiORWw6j/AArWjVduWQRndWZwWr28Wq6vFeWdzPNJNjzFCbCCPX0Nb+n2o857i+uXcKuJJZG4CjooqV9KvbNxK/7yAKczxryfTIrMDRalYSWREkt2H+9GfujtkV135lZGjstiOSX+1fst64OPPZTGBuwuMAewpup3dhZ6fNNb20eW+QGJQCG6GokhtY7QC3kuBKg3yKjbR9KbPcx2j+TY2KiQ/MNvzE56nPatElsiUh9lcS6JY6jeiN0SRVZVft6kCsC88RX1xeIIdRuFlkXK+UxGF/Cp57a5voJmu9RihDELtO5iR6Z6Utt4YeUhoNQt1YDam+NlzjtmrUYbyC/Qt2+sawluqf21IZCCPmOWyPfFXtRlks9OhvLu58yaUgB3JOB1JNZaackSNDcrHNdY+UoSAh9eKiFpNc2jfbpWGSDErHgkdBj3ocI3uhmlpPiacXbm2g821LbXk5wWHQivRdBd5o3vJ5szTADy+ygelcHcT6pJYR2sekj7PHHtjFsRtLeprpPDN1OkMdvNGPMiXbuPGa48RBON0hSTktTQudKNrcNOIzLE5zlBkofpTL6yTTrGXU5ZWeYL+7L8ba27a485WGNrqcMPSlurW3vrc291GJYiclTXGqjTVzNVGtGczYfbdf0WGVwWKkrkHG454z7VpXemQxaPbJJuSSM4CxnuevHetmNI4o1ihQRxqMAKMVHc3UFnH51wwVVH3iKHUbegnNt6FOwsoY4dqrtOSCepqz9mRIyqkke9Y/hy7naJxMcoW+QsPmNbcr4X5fxoqKSlZhK9zKv7JJIyANrHofesS+jzszO5k2fPkn9K37qT5MuuV7GsCTyBudWfezc5OQRW9Nvqaw2Mv9xDFIxR0ZeVxzz71DazJeWEn2+zjuLd8xyRMCGIPcetaguIJI5EkRHU8ZBGRUgSy81PtDMCi5EbLtAH1ro5kkNpmdZaNZeHtOlbRdPmluZCuBPIeBnp9Pap7yykn0ue2uTIwc7QyDjnnpVm+1JLMwzNKiyTH93G3TFV7nxE9jHG91bGGyzudwuMZPXNK82+bcnY5+LSppU+yTSedApXGB8+PrW9eW0dmpefEKEBFVTlmUDgAetaE11paWJniupJluCHjEaAE+xqhOthcqBdLIHLDawJJQnoPQVftHJ67AVrnWNNttP8saeBj5PLblm7g1jrf6Ulusd7DI/llsIi8sD0H5961rvTLKzjeeUXE3ygDL469uKzJVjWWCOOMWMaE+YWGSy46ZrSPLbS4WOo8O+fHbizuUZGuIt0ZznkdAfwx+VdE2oLY3kEE+TLKvAXua5HT98WoW0sUs5tHmGGm58oY6Zrf1spbS2uqOfNbzPLB/ug9K4qsU569R25mR6vctJqZjUFdgVuRjvg1Y0l1ttUuoDkAIDu9Tmoobb7XbwtcnFy4Yq46cnhPrUc0jLbB1U+bDKBIB1x6EVGluUrRrlOpzkcVDPE0wVQwGT82RniobO8jljyZBgDcx9BWFJ4muLzWbW00t4RCZD5hdcl0HXbWMacm3Yw5JJnTW0X2eARht5HViOtc54h8OSvL/bGhlYNSiGSmPlmHofeugS5DSlCu3HX2qZJAwyp/EUoylTd0TdpnlkYvdUaL+041jyx+0SR/wB0dsdjmrS6WW8z7OJAjLhMdWPqfYV1Ot6KzSPf2i4LHM0Y7j+8Peub1CS/j0IrZBxIGO5kXnbXoQq8/wAJ0ppx0Kl7pEl9bR2j/ZZYYRgySsdx9eF/rWta2drC0T3THz5VxEB91B7DtWfoFmY4ZLmbcpcYyQVyR7VNcX9utyIPMjJBKuA3TjOKqTbfKhJWRoONLWJ/JSJJVXGQ4yW+tc5HHINQy9oWI4AbkZHcVqRW8MulzPFBDJvyVz1FWNGPkI15cLuQnbBGR8xPfHtST5ExJk9va3Mfz+WAzjKxl8bPelMTw3pUR48xQARJ0YU+W/eQK02EcudwXPI7CqryW8MTxxnaxG9VB4zWer3KT0Ou07aLVIhjegG4juat5APvXK6f4it4bZPOYRSyNiNSc7j35rdt7eRXWTcVR+dpbNcc4NO7MJxsy4Dhs9qy7zRptS837RdlVLAxqBkIPpWkY1JyWY80/wClQpcruiL22Oa06M+WkzKYQAPkLZJP0q9d3Gy2zkjccD61i3EnkSNGkh80gFnXsKjnaeUKsd0TtUMXdeAa7HDmdzp5dbk+o30ckH2YO5mJHHpWZfRvLazW9u375VHln1//AF1dMm+BHljQRoQzsDgkZ6g1FHJFJcSRwyqFB3R7x8xFaQ90fSxzFk1s2nxiK7MNwHPmrP8AeDZ6EVaumvtV8PmW3j8yWSTZMAehU449u9at3pen3aST3kHmtGckOMbfTnqal0+FDHJC3lRR7d8KJ0FbOotyUminf6KuoaFYCYF72yfdGFbG9T1XNRSalLqenyaff6W3lnASJuFJ7Z+laOxI1EbzEAjJAz3qO6tpIbNm6DG5gRjaPXNTGXcbiiqNF1CPTXNnND58ZUxRuflA9M1Vk0vVZ5EQW81rKTmeRpF8pj7elPN7NFH9rcTGxQjzmwcL6GpXuGYzW0zu04OYlPIwelXeRFka2oWcnltbsHZHTggZGfY1T0vSbfS79bvVSJrl8KkR+6vpx61L4W1a6h1x9GvSpWIBhls4z2/Wun1jRorqX7bhd8PzbWOAcVzSm4Pkl1FJ9DnPFmooZobYtGnlkhYwQNzH2qO0vPtuk+XImPLZQ4/u88Guc1PS31vUDqklxhQTsVBy2D0ArqdHhH2cW/kPFuGHVucjHBJ9c1pKMYwVjSKsbemzJdq1m+GljO4/7I7Gi5J/tUs0eZFT5lA4dRWapl0zUEu5eF2bGKA4H1rXgu7aTzN0oFwq56ckVytWd0EtHdGVOxK3T2iM0bDa8fRl9RiuZ1GzSG0aVC6ZxtMRwVFdfcyrIHkZQN2AzK2Ch7VmPbR3amMqhmXID/wsf7tbU52Ljsb3h+wMGnJLOSzzAMAxzgY4z71sDAGAAKxPC9xJLpzxyMzeU5VS3UD0rb4rjq353c5Z3UtRwOGA6g8GuF1C/GkS6gywySJbTCMJjOd2MY/Ou3LMrALEWHcg1x94tpf32ofaAyB5lwoOGBVRzWmH0euxVLdmfHqkk8rrJZFNrYVZH5z/AHsVQvNOR7xpjaRzEjc5ZsDOOTWtJp0j27+TL5jEYEpXJH41AxKTJJNazbViMbISNrehIrui0tYmkrlKx042qi4vmW2tpCCI4n3Ow7A46CtW4vEWR3VSRGAsaEfdFYd5dXEV2s4CBYshY4xkZ/2vYUsVtcXdvKJpY/v7/tDybQwI6Cqcb6sS0NaG8aYmSOLESnOQMsf/AK1RtADIZnKESKQVxUEdtGtkJdPuVurmLPG/t7+2KsWvnJDtlChiSCV+Zfw/Oo0WxadyCz057nVQrQ5tooyyg8jdXdWFz5tvGJVKFVADN3NYWjZutQbDgrCAuB39a6hggt8MpKjsg5rlxE+Z2ZnVfQTzk37dwJ+tVprxYrlIywAbvVGCa3kZ2RZo3jkKkSDrWbq1xGCVGGLH5Tu6VnCldkxgmync3uladcN596hmZsbFG45qeVt6pPFsMbqCjdQR3NcY0BS6s1e1DR+WWuJpM5Vz0P0roNHX7PorRqFmjiVpISfun8K75U0kmaXbDXkkWWOWOKRoVjI5XIDdjiksY7S8gQvdA3wXcqO3A46e1VIta8QvloJbO+iA3m3jTDbfWp59Q0y7s7e6tdGW6u3UtITLs8n6sKdpJcpLZdtJEkc2t1G4jlj3oznkHPKmnRW8ULzjzJZCOAvAAFV7W/t2jUyadJBO7bd4k8xCfY1Zlu7bTpZry9ZDASCrYzntwKh3vYqOxz+r6terL9i04bZSisG4557k1qabfz6lbSWN35bywv5Urg43AjOarS2tncahE8c5QsGMLEcH/ZIq5HbQ2cMrKRJM7fMc4xxx9a0fLayWoa3KsWg63JZ3OlS61b/YPMOxJP8AWMh7Vp3djBdCEs7ROsYRJY/vDA71WtGOo3dqgUeZKCgyccDuPpV++vNItLcWdzds8itt81EJ/Dis3J81hWSMrw7c6bb317dyfaJbiHCG4lXJwPYVrape3l3prXzXKi0foEJ2svrWda6XtM15oN7aCzkJSUdWXPByD0NN1q1vrjS7PTdNtjPaW+Ii+7BOB39OaGoymncS7lDzYp7O0g02+e0lVjlGGNwPpW3bX4jmiPm75YsKeeCSMVitpN3ZwJ9oSFZXZYo1BBIJ6nPoKj8QaamnWG6O+LEyiRXQ8HA6ZrRxjLQts7yLUIr2IwTn5hx0+8PemrHCqedbwAR48ts/eQZ6isKCQm2gl+ZbgouQ3uORWrb6lHEqBFKhR84J6VyShbYTj2G6xbW0cCSG52JJjMij76+jVyj6lcxatHHPtEAkAKt1weh4rqdW0uHVbUMkjRLGd4VDwe/SqY0jSNS1uOQea9wFB8vpwO/vWlKSUfeLT93zNXw5I8F/d2bkOkp82OQdD2/wroeh5GTXL3cci3ISNJI5rfAQjjIzx9a6HT7wX9qs23a/3XU9mrkqxv7xjUWtyZ5ViRpHOAoJzXAgMFkmEyyyvIz/ADD7pPOKv6trOpTwXdpcQpbIr7SVzuZc+vvWBc6kfJba0bOgyQv3l/DvXTQpNLUunGyNGLxA63GyFhFIuAwUZVvXj1plx4phupJoharNIny5Py/y71hWUUtuZp5WIMygoD3OeaebWyuNm95LecEs0i9WPoa6fZQuU0W31WwMUIuLKeBJHI5Ibdg4yR1xTUmsJdU1H7TaT3Tx4SzgiyFKYzuH41QuJna92W9rNclFKpsQkVp2Uc8SqzJcQXB5yBgj2+lVKNkRa5He2Wm6c+mSNBOs8+PMMOQCrdc1rXKC0keOBEFmq5G3PTH86ZbW0bSb5ZmllGdofGBk1bUCaaH7RHI9qr/vTGOPasZT+Zajy7m74f0+PT9HiaVNtxNl2J6jPatVJADtz83WmOYphHLGNygfKaZPPBaRTXs5Coi5Yn27CvObcndnO9WUddvFsbNip/fzMAqjqT/hXJuJWiijdla4mYtvHQj0FSi6lvLqTU7qQKzZKIwzsj9APWrn2m1L28Rt8sqF0l24EfqPrXbTjyK1jdKxBqemTxqllERMsh5bdnA9MVKkAtYxBsBkgQZRuBj6elOW6na7wHVIVbJLDgEVb1WCV2ctGC7phgB98eoPrRzvSLBaaHOX1vDp5a6tWNtbXAPmtEm5VPofasy1smNpfz6emLY7VRohgHuTg+9dNplqllYLAxfYhbJccHPYip3jAtoyGSNepRB8orZVbaC5DjNHuZ3lazuIGWJJd4mlJVnPYAGtz7Jf6lbXNpc6eISF3W7Sco5z0yO9WbyCO6IkaOLz4iPLlx92rOs6+sekCK3UyOCGkKdVPrRKbbXKgaaMjTNG1N9Tklu4o7do1+WNupOO3tU+oStBEmxC82MbHOMjuc099fFmsV/fo4aYhU3DI+gqvrwgvLK21G2jlkihl/fwo2coevv+FF5OS5gvZF7Rrqxkinkhy12g8kpjmLIwSKoadqNvot1NFqVqzzxqRE7LkMKSxsYtOuLvUY7gtb3SbvIHJA7c1pabeXGoMsqoiQkD74BBH0pNJN9UJq5m+D7M28+qXarItrdYcq64+bJOBn0qa9vp9JsHnE5IZyfLIGDn1qzq2sB71LYI5WIZZU4z7VmTanBfwNaG3lguAN8W8D94P7tNJyfM0NaaGbfXTahZ/bgrC1cBWt1OGznGVPr3q19j023s4ZtR1UvYRfvFto48SPj1zWfBc6lBflktXuLecYa3Yf8AHuRxk1dWa2TX7qxuTDbEoD508e5SuOg+tbNWVkSbem69omsRG8t7W+SPftLHkVpXGnxzoslnMrKV+ZT1NYdxqSx2AtNIO8lNymKPbHx3NX4dKt9N0X7dd6pex3LMDhJPlLHsBXNKPLqF2i9p7bkks3jxI0ZVPm/I1XsIRbTmd2ZbgIUHPQd8GqOn311JeCO7mSeRJ9nmgBSqnpn3rqTBDLDJs4QZZx6+1Zz912fUu9ilHdNPDLvLCSLays3U475qfRLgjVZYSu1LkGRPqKraWbfy53midUlQ7MnK7R2+tVnaRY7J4nMbxz7VkPTaTWbjdNIGk00jT8VWTz2kc6Do2yQj0PeuJgtoTO0EkRSVAV87qTx39q9SurdLu1ltZT8kybWKn+Vee6npTWUxiO5pogEL5xuQ9DWmFqacrZNOV1YLZbaWGG4X5kWIcHk7/atA3OnW+nyahc2TOIzjdIowTVO0aCS1SFwGVOm3g8Vrzx20ejSNqGUs9vKH+L0AHrWk3rYpnOSa1qc4eWOZLGBGA8mFABg+rfSr0lhaRQmR9WZJJYy6nzO/XvWf5MFza2xtbpoY5DnZOmQcH19atNp1ukv229InlZtsY2ZVB9PSrfKttCVFk9jPG86wt5knmx/u2kXo3fmtjRbu3igOn3beUxYlZDwH/OuVkiF/fzf2jLcw2qDFs1u2NpHcitawnubvRrWXWIkM8KuE+XBlUH5SR2NZ1YXQ73906a4v9P04MFmDyMeVU7v/ANVc/qE8+qOst1+7tEIK22epz1NR2zp9n80QxJJK/wA6r/CKRYoxdSM1xsDABUPOSKiFNR1GopDIrlWlw8CbEYmPI5HFQRu7yRFpljR23CMcnHfPpU91DJFcgvjecDjofes+5S3tNUk1C0eN2uQImQgnA9q2jZjl3PRDDbGJ41gj2ucsMdabfQLNYSYUs0aHbzzT4YpA7vIQAT8qDoKqanqKwx3lsgyVgJY5wQx4ArzldyVjnje+hzImSZUaUyr8mRG/86cEnESl4ZPJI7pzTSFENpHubCBQ6MP5GuXu7zV9U12/SHU7i2NrKPKTPyKvv616EIOWx0ybR1GIygY4VccDHX61FLp7XI/0ZxG+MnaOv1qlaX1w+PtskJm52SQjAf1yPWtWxaFY8uViB437sE5oacQbdjPt4tcT7Uv2KC+3ndAJGGIyB71bsNN1WCB7m+hVZpECyJB0Y1QmurqfVpYbiV0gjGQqfLuHYj1rP0yx1KC/uftF7dW1u0n7tBOcbT3q2m10Mtmbj6bAw3RK0O1vnBGCAeo+laNmttHEIPLCRRkBVA/WqliZ5bNmu5TcCKUqsh5Mij7ufWpLm4S3MUT4aT7zFf4RWMrv3S13KPiLw8NRYXdg/wBnuhyVlOFkX046VhxWeoG4H2xI1S3ICmJs5+ldH9se52sI5HUHpViysQ1yrCDCsckHkg1pGpKMbMq1gs7KWW1ke7RELr91Rg49zWfqfiE2Kta6fpcV3dxKNzy42qfT3Na9w7u04dxAq/fz1xXNf2U326W8ystrJ/eOGB9QKULSd5EtFgTPeQSy3V55LeRjITEZY9hj0rM0aG+htFsmdb8klwd5wueh570rXiQNNLO7NDB8qIuD36EVdOotqELX8KJa24cMDkLtXHfFbWa0sRsJZ2YQn7QPLlDFnXOST611EM23Sbu4KuqGJguQeTiuc8MeE5b+W61Kaa4isppN0aM3zSDufYGu5v7LzLJo0JEAj2bFPU9M1y15x5uW43LoQ6XJajQbcDZ5aRbnz29a5Nro3EUsrj9yZs4HpWbYyz2SyQC5+SSQR4cZCLnv+VX2e4vp5rK0ElwyoDECir9Tx2pqlyttsuNovU7bTr2KSJLbdudOAw7jtVDxCUYeYmPPtSGYH+ND1FSaJpItIknnkY3LAbh0wfpWle28Vxbz741JMZBOOa5bxjU0Mb8s9DlWisoA88zM24B/LiXp9Kdd+XrVq8MYdX2hl3DA4qBYY/KjEcriVEx1wOKsRSShV3yhvqOD+VdPmatGELOa2023tpbdYVmmKCSZs7SOc/jU0enzGdt0k3moMKV5Rqk1e2uL638lmU/vN0b5xsPrUNjqktnEkMt2JXXIJKkjP1rb3mroWxetoreK4aWWEmcDHXI+tTXdxstXncneVwqdCM1FF90MzriUFmdBjNNNnc3yzJbwN5YT5ZXb730qOuo9hkJljsbgllHlkFTjGOKq2dxaXgjmZlCcksxwc96vaXBt0Zt8LAs53LKeTjris3T9RvNNguUktbZIVb5MoDuz3qlrewpbEs92t3Y3vktmWIF1APzBehFZEms2GneWGjlbJAQHow681Hou/TL7VdQ2GW4ETuwx8pzyMCpb6O8ht4L7VJLO8E+G8lotrID6Y6VqopOxPM9j/9k=", 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%capture_img --path \"../../samples/CoNIC_image.png\"\n", "Image.fromarray(image[0])" ] }, { "cell_type": "code", "execution_count": 6, "id": "08df78e3", "metadata": {}, "outputs": [], "source": [ "label = np.load(data_directory+\"labels.npy\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "aabdf5dd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Output saved by creating file at ../../samples/CoNIC_label_instance.png.\n" ] }, { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%capture_img --path \"../../samples/CoNIC_label_instance.png\"\n", "Image.fromarray(label[0,:,:,0].astype(np.uint8))" ] }, { "cell_type": "code", "execution_count": 20, "id": "20e80d7c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Output saved by creating file at ../../samples/CoNIC_label_semantic.png.\n" ] }, { "data": { "image/jpeg": 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", 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", 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