{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example registration using a single tile\n", "\n", "This notebook shows the example usage of registering a single tile.\n", "\n", "## Imports" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "from situr.image import Tile\n", "from situr.registration import PeakFinderDifferenceOfGaussian, IcpRegistrationFunction\n", "from situr.registration import CombinedRegistration, AllChannelRoundRegistration, AcrossRoundChannelRegistration\n", "\n", "from matplotlib import pyplot as plt\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating the tile" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "round_list = [\n", " [['./artificial_img/round_0/channel_0.tif'], ['./artificial_img/round_0/channel_1.tif']], \n", " [['./artificial_img/round_1/channel_0.tif'], ['./artificial_img/round_1/channel_1.tif']]\n", "]\n", "tile = Tile(round_list)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Convert to numpy array if desired\n", "\n", "The tile can be converted to a numpy array if you so desire.\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(2, 2, 1, 2048, 2048)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tile.to_numpy_array().shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating a peak finder" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "peak_finder = PeakFinderDifferenceOfGaussian()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing found peaks\n", "\n", "To visualize the found peaks we get round 0 and visualize channel 0. This allows us to tweak the peak finder if the results are not satisfactory" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAACAAAAAgACAIAAAA9xURnAAA2yUlEQVR4nOzdMY7bRhQGYHK5e4S0adnoBj5A3CdA0tqdsIAAFy6MLcwULlMaLn2BvYdzAAM2KyO1ge1SCYRSKKJHpERRspdDSt9X7c5M8RqvrH9m3iQJAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABchjV0AcJzVauvX1D9iAAAAAGAX2SFMRiP6D9kGAAAAAAAarmIXAPTSkf4fnAUAAAAALpBjwzABYb6fpsX2VBFMDVQPAAAAADB+bgDA2HWk/40R9wAAAAAAgJoNAJiMdvrfPQ4AAAAAXDIdQ2DU6kP9Ycp/c/MmSZI8zz9+/C1YWWxWDlUcAAAAADBi17ELAI7z9u1PVfVXkiRZlr179y7cAwAAAAAAqNkAgImpqirP8yRJyrIsyzJ2OQAAAADASHkDAAAAAAAAzpANAJiYxeJhffY/y7Ll8i52OQAAAADASHktFMZu5zvArTXFZs2j1wMAAAAATIIbADAZdcrfcxwAAAAAuGQ2AGDswkP97aw/HHH8HwAAAACoyQthGupGQPtI/wEAAACAkBsAMA3d+b70HwAAAABokBrCxDSuAoj+AQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAI6Qxi4AAAAmabXa+jX1P2sAAGBkfE0BAIDjNKL/kG0AAABgPK5iFwAAAFPSkf4fnAUAABiSE0oAANBXmO+nabE9VQRTA9UDQE1nNgBo83kIAAC9dKT/mwVFsODR6wFgTWc2ANhHCyAAADjOzvS/YxyAx6MzGwB0sBUOAACH1RFSmPLPZvdlWSZJslzeBSuLzcqhigO4VDqzAUC369gFAADAJM1m9/P5vKqqJEmyLLu9/Rq7IoDL0t2ZLU2Leg9gtbIHAMCF0gIIAABOUZZlVVV5nud5vt4GACAKndkAYB8bAAAAAMDE7OvMdnPz5ubmTT1Sz3oMAIDLpAUQAACcYrm8y7Js/QbAYvEQuxyAS6czGwC02QAAAIDD0vT/06OrVVGfJ22nS14ABoil7sy2/jl2OQAwCloAAQDAceqUv+c4AABAFDYAAACgl/BQfzvrD0cc/wcYXt2ZrSxLndkAYM1XEwAAOMLBZySl/wDD2PkOcGtNsVnz6PUAwAi5AQAAAEfojpAETADD05kNAPbxBQUAAE7RuAog+gcYXvinuHEPQGc2AEhsAAAAAADTpTMbAHTQAggAAACYKp3ZAKCDT0IAAABg8nRmAwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYWhq7AAAAAIBJWq22fk2lLACMjI8mAAAAgOM0ov+QbQAAxuMqdgEAAAAAU9KR/h+cBYAh2ZUGAAAA6CvM99O02J4qgqmB6gGADm4AAAAAAPTSkf43RtwDAGAMbAAAAAAAHKed/nePA0AULqQBAAAAHFYf6g9T/tnsvizLJEmWy7tgZbFZOVRxALDLdewCAAAAACZpNrufz+dVVSVJkmXZ7e3X2BUBwBYbAAAAAACnKMuyqqo8z9c/xy4HAJq8AQAAAAAAAGfIDQAAAACAUyyXd1mWrc/+LxYPscsBgCaP0QAAAAD0svMd4NaaYrPm0esBgG5aAAEAAAAcp075e44DQBQ2AAAAAAB6CQ/1t7P+cMTxfwDGwMcRAAAAwBHqRkD7SP8BGAk3AAAAAACO0J3vS/8BGA8fSgAAAACnaFwFEP0DAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/DBp7AKAUVuttn5N/c0AAAAAgIkQ5gG7NaL/kG0AAAAAABi/q9gFAGPUkf4fnAUAAAAAxsA5XqApzPfTtNieKoKpgeoBAAAAAE7gBgCwpSP9b4y4BwAAAAAAY2YDANitnf53jwMAAAAAo2IDAPimPtQfpvyfPv3+4cMvz579U4/Usy4BAAAAAMBoXccuABi1ly//ffHiRZqmX758ef365z//1PgfAAAAAKbBBgDQ5dWrV0+ePHn//n2WZc+fP0+SX2NXBAAAAAD0ogUQAAAAAACcId08gG92vgHw9Onf6xZAnz//EawsNisHqw4AAAAAOILoDtiycw+gtabYrHn0egAAAACA02gBBOxWp/w9xwEAAACAUbEBAGwJD/W3s/5wxPF/AAAAABgzAR6wQ90IaB/pPwAAAACMnBsAwA7d+b70HwAAAADGT4wHdGlcBRD9AwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANOTxi4AAODSrVZbv6b+gwYAAMCP4PslAEA0jeg/ZBsAAACA73QVuwAAgAvVkf4fnAUAAICDHC0DAIggzPfTtNieKoKpgeoBAADg/LgBAAAwtI70vzHiHgAAAAAnswEAABBNO/3vHgcAAID+3CoHABhUfag/TPlns/uyLJMkWS7vgpXFZuVQxQEAAHBGrmMXAABw6Waz+/l8XlVVkiRZlt3efo1dEQAAAOfABgAAQGRlWVZVlef5+ufY5QAAAHAmvAEAAAAAAABnyA0AAIDIlsu7LMvWZ/8Xi4fY5QAAAHAmvCgHADC0ne8At9YUmzWPXg8AAABnSQsgAIBo6pS/5zgAAAD0ZwMAAGBo4aH+dtYfjjj+DwAAwMl8pwQAiKNuBLSP9B8AAIDv4QYAAEAc3fm+9B8AAIDv5JslAEBkjasAon8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4L/27uBGcRgKA3AymWlgmvCFcrYJhDQNzCWXbYA6phwuqQFpG0ARe0AgExgDyxKbzPedgu3DOxHpt18MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/KM6dwEAKdvt0c/anxYAAAAAXEeWBhRqEP3HbAMAAAAAwEUvuQsAOCOR/l+cBQAAAAAqHQBAgeJ8v67b46k2mhqpHgAAAAB4RjoAgLIk0v/BiD4AAAAAAEiwAQAU6jT9T48DAAAAADFf0AAKcjjUH6f8s9lX13VVVW02n9HKdr9yrOIAAAAA4Km85i4AIGU2+5rP533fV1XVNM1isc5dEQAAAAA8BxsAQNG6ruv7PoSwe85dDgAAAAA8DXcAAAAAAADABOkAAIq22Xw2TbM7+//x8Sd3OQAAAADwNNyeCZTl7D3AJ2va/ZqH1wMAAAAAT8ongIBCHVL+K8cBAAAAgJgNAKAs8aH+06w/HnH8HwAAAAAS5GdAiQ4fAvqO9B8AAAAA0nQAACVK5/vSfwAAAAC4SIoGFG3QCiD6BwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOB2de4CAAAAgB9tuz36WcsqAOA/8VIFAAAA8hhE/zHbAABwv5fcBQAAAAA/USL9vzgLAFzDfjoAAAAwtjjfr+v2eKqNpkaqBwAmSQcAAAAAMKpE+j8Y0QcAAPewAQAAAADkcZr+p8cBgJtopQMAAADGczjUH6f8y+V7VVVN0ywW62hlu185VnEAMC06AAAAAICclsv3EEIIoe/7t7ffucsBgOmwAQAAAAAAABP0mrsAAAAA4Edrmqbrut1DCGG1yl0QAEyFDQAAAAAgp8VivfvyTwhhtfqVuxwAmA7X6AAAAACjOnsP8Mmadr/m4fUAwFS5AwAAAADI45DyXzkOANzEBgAAAAAwqvhQ/2nWH484/g8A9/AiBQAAADI4fAjoO9J/ALiTDgAAAAAgg3S+L/0HgPt5nQIAAAA5DVoBRP8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA8AB/AQdhOV4v1joUAAAAAElFTkSuQmCC", "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "peak_finder.show_channel_peaks(tile.get_round(0), 0, img_show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Performing the registration\n", "\n", "We use a CombinedRegistration to to first register all channels and then register all rounds. The registration here applies the transformations automatically so we should not call it manually afterwards." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "registration = CombinedRegistration(\n", " AllChannelRoundRegistration(registration_function=IcpRegistrationFunction(800),peak_finder=peak_finder), \n", " AcrossRoundChannelRegistration(registration_function=IcpRegistrationFunction(150), peak_finder=peak_finder))\n", "registration.do_registration_and_transform(tile)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualizing the result\n", "\n", "We show the reference round with it's reference channel, one of its other channels and the modified round to get an idea of the resulting transformaton and how well they are alligned. Also we overlay the peaks in different colours in a scatterplot.\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAACAAAAAgACAIAAAA9xURnAAA2yUlEQVR4nOzdMY7bRhQGYHK5e4S0adnoBj5A3CdA0tqdsIAAFy6MLcwULlMaLn2BvYdzAAM2KyO1ge1SCYRSKKJHpERRspdDSt9X7c5M8RqvrH9m3iQJAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABchjV0AcJzVauvX1D9iAAAAAGAX2SFMRiP6D9kGAAAAAAAarmIXAPTSkf4fnAUAAAAALpBjwzABYb6fpsX2VBFMDVQPAAAAADB+bgDA2HWk/40R9wAAAAAAgJoNAJiMdvrfPQ4AAAAAXDIdQ2DU6kP9Ycp/c/MmSZI8zz9+/C1YWWxWDlUcAAAAADBi17ELAI7z9u1PVfVXkiRZlr179y7cAwAAAAAAqNkAgImpqirP8yRJyrIsyzJ2OQAAAADASHkDAAAAAAAAzpANAJiYxeJhffY/y7Ll8i52OQAAAADASHktFMZu5zvArTXFZs2j1wMAAAAATIIbADAZdcrfcxwAAAAAuGQ2AGDswkP97aw/HHH8HwAAAACoyQthGupGQPtI/wEAAACAkBsAMA3d+b70HwAAAABokBrCxDSuAoj+AQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAI6Qxi4AAAAmabXa+jX1P2sAAGBkfE0BAIDjNKL/kG0AAABgPK5iFwAAAFPSkf4fnAUAABiSE0oAANBXmO+nabE9VQRTA9UDQE1nNgBo83kIAAC9dKT/mwVFsODR6wFgTWc2ANhHCyAAADjOzvS/YxyAx6MzGwB0sBUOAACH1RFSmPLPZvdlWSZJslzeBSuLzcqhigO4VDqzAUC369gFAADAJM1m9/P5vKqqJEmyLLu9/Rq7IoDL0t2ZLU2Leg9gtbIHAMCF0gIIAABOUZZlVVV5nud5vt4GACAKndkAYB8bAAAAAMDE7OvMdnPz5ubmTT1Sz3oMAIDLpAUQAACcYrm8y7Js/QbAYvEQuxyAS6czGwC02QAAAIDD0vT/06OrVVGfJ22nS14ABoil7sy2/jl2OQAwCloAAQDAceqUv+c4AABAFDYAAACgl/BQfzvrD0cc/wcYXt2ZrSxLndkAYM1XEwAAOMLBZySl/wDD2PkOcGtNsVnz6PUAwAi5AQAAAEfojpAETADD05kNAPbxBQUAAE7RuAog+gcYXvinuHEPQGc2AEhsAAAAAADTpTMbAHTQAggAAACYKp3ZAKCDT0IAAABg8nRmAwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYWhq7AAAAAIBJWq22fk2lLACMjI8mAAAAgOM0ov+QbQAAxuMqdgEAAAAAU9KR/h+cBYAh2ZUGAAAA6CvM99O02J4qgqmB6gGADm4AAAAAAPTSkf43RtwDAGAMbAAAAAAAHKed/nePA0AULqQBAAAAHFYf6g9T/tnsvizLJEmWy7tgZbFZOVRxALDLdewCAAAAACZpNrufz+dVVSVJkmXZ7e3X2BUBwBYbAAAAAACnKMuyqqo8z9c/xy4HAJq8AQAAAAAAAGfIDQAAAACAUyyXd1mWrc/+LxYPscsBgCaP0QAAAAD0svMd4NaaYrPm0esBgG5aAAEAAAAcp075e44DQBQ2AAAAAAB6CQ/1t7P+cMTxfwDGwMcRAAAAwBHqRkD7SP8BGAk3AAAAAACO0J3vS/8BGA8fSgAAAACnaFwFEP0DAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/DBp7AKAUVuttn5N/c0AAAAAgIkQ5gG7NaL/kG0AAAAAABi/q9gFAGPUkf4fnAUAAAAAxsA5XqApzPfTtNieKoKpgeoBAAAAAE7gBgCwpSP9b4y4BwAAAAAAY2YDANitnf53jwMAAAAAo2IDAPimPtQfpvyfPv3+4cMvz579U4/Usy4BAAAAAMBoXccuABi1ly//ffHiRZqmX758ef365z//1PgfAAAAAKbBBgDQ5dWrV0+ePHn//n2WZc+fP0+SX2NXBAAAAAD0ogUQAAAAAACcId08gG92vgHw9Onf6xZAnz//EawsNisHqw4AAAAAOILoDtiycw+gtabYrHn0egAAAACA02gBBOxWp/w9xwEAAACAUbEBAGwJD/W3s/5wxPF/AAAAABgzAR6wQ90IaB/pPwAAAACMnBsAwA7d+b70HwAAAADGT4wHdGlcBRD9AwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANOTxi4AAODSrVZbv6b+gwYAAMCP4PslAEA0jeg/ZBsAAACA73QVuwAAgAvVkf4fnAUAAICDHC0DAIggzPfTtNieKoKpgeoBAADg/LgBAAAwtI70vzHiHgAAAAAnswEAABBNO/3vHgcAAID+3CoHABhUfag/TPlns/uyLJMkWS7vgpXFZuVQxQEAAHBGrmMXAABw6Waz+/l8XlVVkiRZlt3efo1dEQAAAOfABgAAQGRlWVZVlef5+ufY5QAAAHAmvAEAAAAAAABnyA0AAIDIlsu7LMvWZ/8Xi4fY5QAAAHAmvCgHADC0ne8At9YUmzWPXg8AAABnSQsgAIBo6pS/5zgAAAD0ZwMAAGBo4aH+dtYfjjj+DwAAwMl8pwQAiKNuBLSP9B8AAIDv4QYAAEAc3fm+9B8AAIDv5JslAEBkjasAon8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4L/27uBGcRgKA3AymWlgmvCFcrYJhDQNzCWXbYA6phwuqQFpG0ARe0AgExgDyxKbzPedgu3DOxHpt18MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/KM6dwEAKdvt0c/anxYAAAAAXEeWBhRqEP3HbAMAAAAAwEUvuQsAOCOR/l+cBQAAAAAqHQBAgeJ8v67b46k2mhqpHgAAAAB4RjoAgLIk0v/BiD4AAAAAAEiwAQAU6jT9T48DAAAAADFf0AAKcjjUH6f8s9lX13VVVW02n9HKdr9yrOIAAAAA4Km85i4AIGU2+5rP533fV1XVNM1isc5dEQAAAAA8BxsAQNG6ruv7PoSwe85dDgAAAAA8DXcAAAAAAADABOkAAIq22Xw2TbM7+//x8Sd3OQAAAADwNNyeCZTl7D3AJ2va/ZqH1wMAAAAAT8ongIBCHVL+K8cBAAAAgJgNAKAs8aH+06w/HnH8HwAAAAAS5GdAiQ4fAvqO9B8AAAAA0nQAACVK5/vSfwAAAAC4SIoGFG3QCiD6BwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOB2de4CAAAAgB9tuz36WcsqAOA/8VIFAAAA8hhE/zHbAABwv5fcBQAAAAA/USL9vzgLAFzDfjoAAAAwtjjfr+v2eKqNpkaqBwAmSQcAAAAAMKpE+j8Y0QcAAPewAQAAAADkcZr+p8cBgJtopQMAAADGczjUH6f8y+V7VVVN0ywW62hlu185VnEAMC06AAAAAICclsv3EEIIoe/7t7ffucsBgOmwAQAAAAAAABP0mrsAAAAA4Edrmqbrut1DCGG1yl0QAEyFDQAAAAAgp8VivfvyTwhhtfqVuxwAmA7X6AAAAACjOnsP8Mmadr/m4fUAwFS5AwAAAADI45DyXzkOANzEBgAAAAAwqvhQ/2nWH484/g8A9/AiBQAAADI4fAjoO9J/ALiTDgAAAAAgg3S+L/0HgPt5nQIAAAA5DVoBRP8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA8AB/AQdhOV4v1joUAAAAAElFTkSuQmCC", "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "peak_finder.show_channel_peaks(tile.get_round(0), 0, img_show=False)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAACAAAAAgACAIAAAA9xURnAAA9CUlEQVR4nOzdT4hcdZ4A8N/v915VV2cSw0CWkSHkMAT0MuBNmDCs40BAEXQOA47ongQPI4KQg3jquDos7MnDMCAiOCwoiBC9ubKEdZkFzSGssJoVFITBSxYZIW3bVe+93xwqXXmp6q5OJ+l63enPh3d49fv9HnxPVfW+39+fEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA2H9i1wEAAMC+l/N1H6N/2QAAwB7g1QQAAG7eVOq/TRkAAADoVuo6AAAA2K/mZP+37QUAANhtZiUBAMDNaOf3Y1y5vmul1bWgeAAAAKZYAQAAADs2J/s/1WIdAAAA0BXzkQAAYMcmaf3Z7H9rzMrGmF2PB4ApjmcHgKAAAAAAO7VF9n9l5kYNAKADjmcHgAlbAAEAwA4MBoPZxnff/fmRI0fuvvvuzz///I9//IfFRwVACKEoihs5nj2qAwBwYJRdBwAAAPtDSqlpmrvuuiuEH6a63nvvvYcffnh1dfXUqVNFUYTw+6kB/X5/OBwuKlKAg6jX6w2Ho8nHrY5nzznEmIuiqOt6gdEBQDesAAAAgB1omma28aGHHjpz5sw999xz9OjR1157bXZAVVW7HxrAwRVjnJP9DzPHs8cYy9KcSADufAoAAABwQ3LOIYQrV67Mdv3ud/937Nixr7/++ptvvvnNb/5ndsCmZQMAbpeiKCb3Wx3P3m6vqkoBAICDwLZ3AACwAzHGnPMW5wBfZ7LdREoxz9+UGoBbkFKq66t11vbXclH886lTp55//vl2aXby5TwYLA2HQ9/PANzZrAAAAIAdmEoVTRJJM8NWWveySwC7aNO5/L/4xb+fPn366aefPn/+/M9+9ufZAevr6xYBAHDHUwAAAIAdi62VtLM1gHZLtOYWYNfEGEMI/X5/tuvee+994YUXDh8+/NZbbz377LObPm5/NgDueF5HAADgJm07s1/2H2BXjbdlO3bs2OXL/7/RsjK+OX/+Hy9evHju3LlHHnnkueeeGwz+ZdxufzYADhQrAAAA4CbNz+/L/gMsxtra2mzjr371n++///6FCxdWV1cn2f+26GsagAPArx0AANyqqSmkckoACzYYDNbWfhjf38jx7DFeXT2w+6EBQJesAAAAgFsV47UrpZhSMrEUYJHau/nfyPHsRVHI/gNwEHgtAQCA22Oc9JdRAuhEURRVVU8+Tq0DcDw7AAeTHz0AAABg34sxxhjrutlumM1/ADhAbAEEAAAA7Hs556ZpUpo303EwWJL9BwAAAACA/arX6+Uc2ldKqd/vdx0XACyaLYAAAACAO01KqSzLXq+3vLxcVdWVK1eqquo6KAAAAAAAAAAAAAAAYFPjk4FTcgIiAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA3InihvF91+EAAAAAAAAAcEdTlwYAAAC4STHGpaWlfr+fc15bWyuKoq7rqqq6jgsAAAAAALgFKaUQQs7XXSklewEBsBf4NQIAAADYsZRSSmk02nKyf1GkpmkWGRIATEldBwAAAACw/8zP/ocQ6ropimJh8QDALCsAAAAAAHYmpVTX12b3x7jS7s15pTUy5pwXFRcAXEcBAAAAAGBn2in9qez/xoBrjWVZNE2jDADA4tkCCAAAAGAH2hv7bJr9n2pvmqbX64UQnAwMwIIpAAAAAADcqKIoqqoe37ez/C++OPzpT1+7dOnxScukt2lyWZaLCxEANigAAAAAAGxvPH9/aWlptuvRRy9eunTpk08+ef311x9//NLsgLquQwh2AQJgwdSfAQAAALY3Tt+PU/lTXnrppXfeeef+++9vmialFMK9UwPW19dTSk3TzD4LALvHCgAAAACA7Y1XAAwGg9muL7744vjx4x999NEDDzxw+PDhTR+X/Qdg8awAAAAAANhejDHnPBgMQvhuquu3v/3fv/716bfffvvjjz/+6qt/mn223+8Ph8OFhAkA1zh9HgAAAGB74z18jh49+t13300282+fAzwl55WNMVeLB7seIgBcTwEAAAAAYHvjJH5ZllVVtZP5m9YAJtn/EEJKsv8AdMMZAAAAAADbGyfxq6oKIfT7vVb7yszIay3R3EsAAAAAANgvyrKMMeYc5l9FUXQdKQAHmjI0AAAAwI6NdwSas7VPUaQ8fwQAAAAAALA3lWUZwvTEfwDYI6wAAAAAALh5KaVDhw6NRqP19fVDhw4dOXJkOBxeuXJlNBp1HRoAAAAAAHDLxqsBAABg/4kxxhjbHzsMBgAAYO9ovy6llFJK3pgAANiXUkpdhwAAAAAAbEM5GrghKaV+v9/v9+u6Xl1dLYqiLMvRaNQ0TdehAQAAAAAAN6soihBCztdd43YrWwEAAABgD5K2A7aXUqrrLWf6y/8DAAAAwB5kI29gG0VRzMn+hxBynj4fGAAAAADonIQdME9RFFVVTz7GuNLuzXml1RXKsqyqalGhAQAAAADzWAEAzDMn+z/VknPIOafkWwUAAAAA9gSpOmBL44N/x2az/7PtdV23HwEAAAAAOqQAAGxpMv2/neW/fPn3f/hD/913fz5pmfTmHMJG2cCRAAAAAADQLQUAYHObZvB/+cv/uHDhwssvv3zy5MmTJ/9tdsBoNCrLcvejAwAAAAC2oQAAbG4wGMw2njlz5tVXX40xfvjhh2+++eamDzZNE0LI4+UAAAAAAEBHTNQFpsUYc879fj+Etamu48ePv/LKK+fOnfv0008/++yzEE7MPl7X9WwjAAAAALBgNukGpk0KAOvrw42WlUnv2bOx1+s9+eSTJ068MWnM+eqAlKK5/wAAAACwFygAAJsY1wCOHj36t799t9GystXgSfY/xpBSGm8BBAAAAAB0yxkAwJZGo9HkfpLlnzLVLvsPAAAAAHuEFQDAJsYrAGKMKaWqqlvtK+1h7ey/6f8AAAAAsKcoAADzzNYAthgm+w8AAAAAe4sCAHBD5pzsW5ZFjLGqqgWGAwAAAAAA3A4xxrIscw7tCwAAAADYs6wAAHagKIrl5eXhcDgYDJaXl9fX11dXV9tnBQMAAAAAAAAAAAAAAHtDjDFsHA6cUuo6HAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGA3xBi7DgEAAAAAALhNYoxS/wAAANwu3jABAPaWlNLS0lLTNKPRqGmarsMBAABgv1IAAADYK8qyLMuyaZrhcDhuSSnFGOu67jYwAAAAAADgZow3/+n3+yGEnK+7QggppaIoOg4RAACA/cYKAACA7sUYc87jdP8WA66OWWBQAAAA7G+p6wAAAAgppfm5/ZyD7D8AAAA7YgUAAEDHer3ecDiafIxxpd2b80qrKxRF4UgAAAAAboQVAAAAXUopzcn+T7WM1wCUZRlCiNFMDgAAAOZRAAAA6FI7jz+b/Z9tr+t6XACwIxAAAADzKQAAAHSmKIqqurqfTzvL/5Of/On06f/+8Y9fnbRMenMOdV2n5F8cAAAA2/DqCADQmaIoZhuHwxcfe+yxp5566vLlyz/60b/ODhiNRps+CAAAAG0KAAAAHRjv/DMYDGa7HnzwwUuXLp04ceLLL7+87777Nn3cOcAAAABsq+w6AACAg6vf7882nj179ttvvx2NRv1+/5lnnvnLX76aGpBSappmIQECAACwjykAAAB05vvvv59t/PWv/+vRRy9+8MEHTzzxxBtvnFh8VAAAANwZYtcBAAAcaIPBYG3th/F9+xzgKTmvbIwJMcac8+6HBgAAwP7mDAAAgC61d/OfZPmntNuLopD9BwAA4EZYAQAA0LGiKKrqWhlgah1AO/sf/XcDAADghnmJBADoWIwxxljX25zrK/sPAADAjtgCCACgYznnpmnm5/eXlvpRBQAAAAAAAPapXq+Xc2hfy8vLg8Gg67gAAADYf8wjAwDYK2KMOecYY0ppaWlpMBisr6+vrq52HRcAAAAAALALbP4DAADATfAyCQCwF02S/jnnbiMBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIC/t3fHulEkaQCAq6rbPTayTeSQmBAJaR9g32AjPwDsSWgzEgKkFSYhWjbbh8AB2Yn4YpKLNiDeJTiIbJDwzHTXBe2bbWbMrDBHd4/5PrWsmapq6Y/G0v9X/QUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADCcOHQAAJ8hxvNfrZzzsJEAAAAAAAAAAAAAQN+cAAA2Royxqqqqquq6ns1mTdPUdT10UAAAAAAAwBeIMZZlmXPoPjHGRVMgAAAAAABgw6SUllL/3acoiqEDBAAAAIDRsXMWGLuUUl0369cURco5uxkYAAAAABYUAICx62b1Yzz6eOqoMxVijGoAAAAAANBKQwcAsM6a7P/SSM6hLEtXAgAAAABASwEAGK9uNn81+786PpvNyrL8ykEBAAAAwGZQAADGq2nO9/93s/xV9eToKPzww78XI4vZnEOMMSW/bAAAAACgAABslJ9++s/h4eG9e/dCCL/8sru6YDqdtocA9AICAAAA4BsnQQaMVFmWs9m8/bzY419VT169evXmzZuU0snJyfff/6sdX9wGHGOYTCZnZ2d9hwsAAAAAI6NZNjA6Mcac887OTginS1MHBwfHx8fPnj3b39+/fft2CHurr8/n817CBAAAAIBR0wIIGJ2ccwihaZrVqT///Mfr168fPny4t7f39OkF2f9PvQgAAAAA3xotgIDx2t3dPT19137u3gO8pNv/pz098PVDAwAAAICxcwIAGKP2Ct/uRb6LLP+SpXF3/wIAAABAS6YMGKN2I39ZliGExVXAYeUcQDf7H2MoiqKu655CBAAAAIBxUwAARq3d0d80f9PVJ8aQUtL9HwAAAAAWFACAzbCmsb+uPwAAAACwyh0AwGbY3p6sJvpjPL/4d4iIAAAAAGDUZM2AjZFSKoqiKIoPHz6EELa3t3d3d8/Ozt6/f6/5DwAAAAAAbLyyLHd2dlJyhgkAAAAAAK6KbsOflJIyAAAAAAAAXB36/gMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADAyMWhAwAAAAC+XTGepyZyzsNGAgAAAAAA/P8VRZFSGjoKALhSnAAAAAAAhhFj3NramkwmOed3796FEKqqyjnPZrOhQwMAAAAAAC4rxtju+s/5oyeE4DQAAHw5JwAAAACAAcQYc17X+T9KWgDAl1FOBwAAAAaQUlp/72/OoSiKqA4AAJflnygAAADQt7IsZ7P54muMR93ZnP/6mlJcd0wAAPg0BQAAAACgVymlum4WX5ey/61uDaAsi5xz0zSrywCANbQAAgAAAHrV3dF/YfZ/abyu662trRCCdkAA8FkUAAAAAID+TCaTpjkvAHSz/AcHvx0e/l7XPy9GFrPtZQD9hQgAV4UCAAAAANCHdv/+han877775927d+/cuTObzX788Y/VBfP5PHx8dAAA+FsKAAAAAEAf2vT9dDpdnXr8+PHz589v3bp1/fr1+/fvry6YTqf6/wDA51IAAAAAAPrQZvD39vZWp16+fNk0zYMHD168eHHjxo3VBWVZ2v4PAJ+rHDoAAAAA4JsQY8w5V1W1OvXoUT4+fnLz5s23b9/u7/964btfP0AAuGr8+wQAAAD6kFJqmmZ/f//k5GSxm797D/CSnI/+92K0/R8ALkEBAAAAAOhDewKgKIq6rrv5/AtrAIvsf1AAAIDLcgcAAAAA0Ic2iV/XdQihqrY640crK/8aiTHI/gPA5TgBAAAAAPQtpRRjnM/r9cuKIjVN009IAHD1OAEAAAAA9K1pmqZpyrJYs2Z7e2LvPwAAAAAAbKQYY1mWOYfuE0JIyZ5FAPhSWgABAAAAA5tMJm0l4Nq1a3Vdn56eTqfToYMCAAAAAAAAgPFxAgAAAAAYXoxx8TfnrPs/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACj9F899+AP8hyWbwAAAABJRU5ErkJggg==", "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "peak_finder.show_channel_peaks(tile.get_round(0), 1, img_show=False)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAACAAAAAgACAIAAAA9xURnAAA9qElEQVR4nOzdT4hcx5kA8Ff13pvWKIMVIg/yIYewIvbBFyVGhOiw2YN9MDigOKdFBwez4MMuyAsxCwuKxyxJNqwvXjDGsIZ1YE+xDdoYopXB2GAbBryHjUEQG9l7yCFrxw6RxPzrfq/28OSep+lRSzOa6Z7u/v3oQ3dVNXyX6Z7+vqqvsgwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGJMQwrhDAAAAAAAA9ocyAAAAAADQV4w7AGCXQgghhBhjlmUxxrquq6oad1AAAAAAAMAdaPL+Kd3w6HQ6DgEAAAAAAA25Qpg8Mcaqqm8+G1JKo4wHAAAAADiAFABg8twyve8YAAAAAAAgTQiTJIRQ16n1cqk9m9JSa2pUMQEAAAAAB1IcdwDAbWma+w/J/m8Z0QQIAAAAAGacAgAcdE3qvyzLGweXbrJ4qfXcKQAAAAAAmF0KAHDQNXn8hYWF/qb+dpb/hz/84N13H/rKV/6ltf76bPu4AAAAAAAwaxQAYDLMz88PDl679uOHH374k08+OXv27B//+HeDC2L0Nw4AAAAAM0pyECbDtqn8CxcuvPjii6dOnXrrrbc+/PDDwQVFUWR6AQEAAADATCrGHQBwC3VdZ1n26aefDk69/PLLr7zyytmzZx977LHl5eXBBVVVZVmW3AgMAAAAALNHAQAmQAhhfX19cPzXv37ge9/71eXLl0+ePPntb//n4AKpfwAAAACYWRqDwMQoy3Jjo9s8b98DvEVK16fyPDanBwAAAACAGaQAAJOkvaF/2xpAP/ufZZnO/wAAAAAwy1wCDJMkxs2kfjvXPzgSgrt/AQAAAGCmyQ/ChMnzvNerhq+R+QcAAAAAnACACVNV1fz8oSELZP8BAAAAAGBSzc3NHTt2LKWs/QAAAAAAAKZECKEsy3FHAQAAAAAA7IUQQoyxf82v+34BAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAuLkQwrhDAAAAZl0x7gAAAGAahBBijE3eP6VU1/W4IwIAAGadfUkAAHBH+kn/5mWMsSzLuq57vV5/EAAAAAAAmCQhhBBCnucpZe1H/zQAAADAuPhNAgAAd2TILn8lAAAAYIziuAMAAIBJFWMc3uNHByCAsXMeC4BZ5lsQAAB2LM/zqqra+f0QltoLUlpqTY0oKgDaYoxZlqWU3MgCwMzyWwQAAG5XCCGlVJZlt9sdkv1vtGsAMQbpJ4CRiTE2n7pzc3NZllVVVdd1XdfjjgsARk0LIAAAuF1NH4mFhYUbB5dusnhzPKWkBwXAaIQQ6rqu61TXaW1tfW1tvdvt5Xme5/m4QwOAUVMAAACAnSmKor+bv53l//nPO9eu/fjPf/77/kh/NiVNqAFGIc/zut7mzNXGRrfXq/I892kMwEwpxh0AAABMjCaltL6+Pjj1u9/99fHjx48dO3bq1Km1tV8dOvTPg+9tOgiNIlCAmRRj7PWqIQt6vSrPo49iAGaHAgAAANyuJme0srIyOHX58uXjx48vLCxUVVVV26SfiqLodrv7HiLATGoqrFVVt0aW2gv697JUVe0MAACzQwsgAADYA88888zVq1efeOKJt99++8SJE4MLbDgF2CfNlb/D72a/8V4WbdkAmBUKAAAAsDPbpo2Wlx/++OOPH3rooWvXrn300ZnRRwUwg9zNDgDD+bYDAIAdK4qi2+01z2+WacpaHSc6nbmm/49zAAB7KMZY1/Xi4uKnn37WjLQ/k7/73f9aXFw8efLkuXObndn6n8xFkW/bsQ0ApokTAAAAsGO9Xq//vJ9L2qI93u1205b+FADskW0/XX/0o/995JFHTp8+/d577/30p+XggqqqHAIAYOopAAAAwG7EuJk2GqwBtEdiDFL/APuh+XRdXV0dnPr888/X1tbyPH/nnXfefPPNwQVlWSoAADD1inEHAAAAEymlFELWT+zf7BxACFmWyf4D7IumALC2tjY49fjjjz/99NNVVZ0/f/65557b9u11Xe9vfAAwbk4AAADA7nU6c0NmbS0FGIFt8/g/+MH/PPvss/fff/8HH3xw/vy3bvNdADBl/CIBAIA7UhTF/Pz8lStX24NS/wCj1Ol01tbWm+e3czf73FzZ7XZD0KINgCnndwkAAOyNoihijBsbG+MOBGAWtTP529YA3M4CwAxSAAAAgDsSQmj2kMolAYzXkBpAO/vvkBYAs8OXHgAAADAlblmKlf0HYKa4BBgAAACYEsPz+7L/AMwaBQAAAABgeuR5/OpXj2wZDEH2HwAAAAAAAICpoPwNAAAATJXmevYsy9zQDgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAdWCGHcIQAw0+K4AwAAAACYNnme53nePFcGAGBcFAAAAAAA9kyT96/ruiiKubm5oijGHREAAAAAALAXUrrhURRFjLZgAgAAAADAZIoxbkn9tx/9jkAAMDKa0AEAAADcqRBCXafha2IMKd1iDQDsIQUAAAAAgN2LMdZ13U7sh7DUXpDSUmuxGgAAo6MDHQAAAMAu5XmeUhqS/d8yUtcpBNsxARgRBQAAAACAHWvu9b3rrrva6f/B7P/geEpqAACMiAIAAAAAwC6VZdnP/7ez/D/5Sf3sswu/+c13+iP92ZSuFw8AYL/5vgEAAADYpW63Ozj4+9//zcWLF8+cOXPu3Lk33/zLwQVVVTkEAMAIKAAAAAAA7Fhd11mWraysDE5dunTpjTfeePfdd1999dVLly4NLijLct/jAwAFAAAAAIBda8oAW9x7770vvfTS888/v7a29tRTTw0uSFsuDgaA/VGMOwAAAACASdXr9QYHv/GNf9/Y+McHH3ywLMvV1X8YfVQA0NBvDgAAAGD3Op3O2tp687x9D/AWKS19uX5uY2MjhOAQAAD7TQEAAAAA4I60M/nb1gD62f8sy2KU+gdgRBQAAAAAAO7UkBpAO/sfZGIAGCFfOwAAAAB74Jbb+mX/ARixOO4AAAAAAKbB8Py+7D8Ao6cAAAAAALA38jweOXLXlsEQZP8BAAAAAAAA2CMK0MDtCiGkW7a0BAAAmG0hhBBClmUpJb+hABgvBQDgppr/WWOMzZOqqvzzCgAAAAAAky2EEOPmNSFlWXY6naBvJQAAAABMiGLcAQAHVAihqurWQLcsfWIAAAAAwMSwmRfYxpBOP84AAAAAAMBEiLdeAsySGOPwPv/NrF5AAAAAAHDAaegBbDp06NDq6lr/ZQhL7dmUlr58kuV5cCEwAAAAABxkTgAA17fzD8/+bxmpqrp9RTAAAAAAcNDI3wHXCwBHjhxpjSzdZOXmeF2rAQAAAADAwSV5B2RNM58//OH/mpftLP/c3M/+9KezX//6v/VH+rM6AAEAAADAQaYAAGQppbIsB8d/8Yv5K1eulGV55syZ8+e/NbjACQAAAAAAOLBcAgxkWZaVZZll3S2DR48evXr16tmzZy9cuLC8vJxlf7VlQZ7nvV5vRCECAAAAADth9y6QZVm2uro6OPjoo48ePXr0xIkTr7322hdffHGz9zZXCAAAAAAAB4oCAJCFENJ2Hf2/9rV/feGFF15//fV77rnnt799dHBBXdf7Hx0AAAAAsBv27QKb+lWA9j3AA2uuTx061NnY2Mi+vEMYAAAAADhQFACATe1M/rY1gH72P8syjX8AAAAA4CDTAgjY1M7pt3P9gyMxSv8DAAAAwIEmhQfcIIRQ17do6WPvPwAAAAAcfE4AADdIKeX5sE8G2X8AAAAAAJhghw8fTilrPwAAAAAAgClRFEWn0xl3FAAAAAAAwB4JIQTtfgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIDZE8YdAADArIsxZlmWUkopjTsWAAAApkccdwAAALOrSf3XdV0URVEUeZ6POyIAAAAAAGAvpHTDI8/zEJzRBAAAYA/4eQkAMB5D+v3keazreoSxAAAAMIUUAAAARiqEcDvd/h0DAAAA4A75ZQkAMDp5nldV1c7+h7DUXpDS5ssYg2uBAQAA2DWXAAMAjE4IYUj2f8tIXcv+AwAAsHsKAAAA+66513dhYaHX67UGl26yePtxAAAA2BEFAACAfdcUAMqy7G//b2f58/yfvv/9/15aaq+//iKl6+8FAACAnVIAAADYd3VdZ1m2srIyOPXLX/5Fp9M5d+7c4uLiN7/5HyMPDQAAgKmlAAAAMApFUayvrw+Onz59emFh4e67737yySfvu+++wQV5nu9/dAAAAEwhBQAAgFGoqmrb8QceeOD999+/ePHi4uLi8vLy4AItgAAAANgdBQAAgFFIKR0+fHhw/KOPzpw6der06dNzc3Offfa3ow8MAACAaWVDGQDAiMQY67re9h7gLVK6PtXpzPV6veYKAQAAANgRJwAAAEakruuiKPov+1n+Ldrjsv8AAADsmhMAAAAjled5r7d5H8CWcwDt7H+eR9l/AAAAdk0BAABgpJpLfes63WrZSKIBAABgemkBBAAwUimlLMvyfNi/YTFK/wMAAAAAwCRL6YZHnufjjggAAIApYXMZAMB4xBjn5+c7nU6McWVlZXV1NfvyfAAAAAAAAAAAAABswwkAAICxCSE0dwKnlOz9BwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+P/27hZGiiQKAHBVdc/sBsECQSBOkhDECQ4BGren2M0lJAgMAoXEb06cIgF5AocgJwgJHoFFXtCYSzhD2F1xbrvqxMDQ7PwcLLfTPcP3pcVM1RPPdfJe1ysAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABg5cUYu04BAAAAAPpL+QxYDimlEEJVVaO/OeemaTrNCAAAAAAA+AajL/1L+ew5ceJEXdcOAQAAAADALGpnQK/FGHMus3bruso5lzIzAAAAAAC+W6nrBABmml/9DyEcHDQOAQAAAADAVApnQE+llJomj//GuNPeLWWntbWonAAAAABgeSibAT3VnutzqPr/MeDTYkrRICAAAAAAaDMCCOidGGN7sM/U6v+h9VKKWUAAAAAA0KYBAPTIqIi/vr4+Hv3frvI/f/7TnTt/P336Yyv+w24pQQMAAAAAANo0AIDeWVtbm1y8d++fra2t06dPP378+NGjHyYDcs56AAAAAAAwpgEALIeHDx9ubm5eu3Ztd3f36tWrU2Pqul5wVgAAAADQWxoAQI+MLvLd29ub3Lpw4cLm5ub9+/dv3bp19uzZyYDBYJBzPu4MAQAAAGBZaAAA/TJrjM/r1780TXP9+vXz58+fO/f7ZEApZdQ/AAAAAABCCOZlA30UY5x6D/Ahpex8jAlVVTVNc/ypAQAAAMBy0AAAeqr9Nf/UHsC4+h9CqKpk/g8AAAAAtBkBBPRUexRQu9Y/uVLXleo/AAAAABziBADQX+1BQLP49h8AAAAApnICAOivUspgUM8JiDGo/gMAAAAAwFKKMZ46daqU0H4Gg0HXeQEAAAAAAP+TlFJdzzsTAAAAAAAALI0YY0opfrwXOEb3lwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQO/FGLtOAQBWQd11AgAAAAAhhFBVVYyxlJJz7joXAFgFqesEAAAAgO9dSimE0DRNjLGqquFw6BAAAAAAAAAssRhjSqmU0H6Gw2HXeQHAKtBOBwAAADpTysytGMNoItAC0wGAlWIEEAAAANCN+bX9UkKM0SwgADgyL1EAAACgA+3qf4w7n299+puSQwAAcEROAAAAAAALVVXVnOr/oZWci0MAAHA0GgAAAADAgqSUQggnT54cr0xW/yfXSylVVR1vZgCwijQAAAAAgIV6/3539KNd5b99+6/h8LeUfh2vjHdLCTln5wAA4GtpAAAAAAAde/Xq5zNnzly5cuXmzZsXL/4xGVBKGZ0eAAC+nHcnAAAAsCCzrvN9+/btu3fv3rx5s7+/f/ny5cmA4XB4zKkBwArSAAAAAAAWZFYD4OXLly9evLhx48aTJ0+2t7enxjRNYwoQAHwVDQAAAACgYw8ebFy6dOnu3bvPnj3b3v5zMiDnHGb3DwCAqXTOAQAAgEUbV/Lb9wBPxHzYWlsbHhwcjHoAAMCXcwIAAAAA6My4yj9nvWka1X8AOAINAAAAAGDR2sP8J3sA7ZXBoM45m/4PAEfg9QkAAAB04z9H+ldV8u0/AByZBgAAAADQmTk9gJSiW38BAAAAAGBZpZRKCe2nqqqukwIAAAAAAL5ZSml9fX1jY2MwGHSdCwAAAAAAAAAAAAAAMEeMMaXUdRYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACy/fwFNnQT7uOBC2QAAAABJRU5ErkJggg==", "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "peak_finder.show_channel_peaks(tile.get_round(1), 0, img_show=False)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "image/svg+xml": "\n\n\n \n \n \n \n 2021-10-17T18:25:23.045826\n image/svg+xml\n \n \n Matplotlib v3.4.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "peak_finder.scatterplot_channel_peaks(tile.get_round(0), 1, color='r')\n", "peak_finder.scatterplot_channel_peaks(tile.get_round(1), 0, color='g')\n", "peak_finder.scatterplot_channel_peaks(tile.get_round(0), 0, color='b')\n", "plt.legend(['Round 0 Channel 1', 'Round 1 Channel 0', 'Round 0 Channel 0'])\n", "plt.show()" ] } ], "metadata": { "interpreter": { "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" }, "kernelspec": { "display_name": "Python 3.8.10 64-bit", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }