CoCalc -- lbpcascade_frontalcatface.xml

GitHub Repository: Tetragramm/opencv
Path: blob/master/data/lbpcascades/lbpcascade_frontalcatface.xml
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<?xml version="1.0"?>
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<!--
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 A frontal cat face detector using LBP features.
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5
 Contributed by Joseph Howse ([email protected]).
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 More information can be found in the following publications and
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 presentations:
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10
 Joseph Howse. OpenCV for Secret Agents (book). Packt Publishing, January
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   2015.
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 Joseph Howse. "Training Detectors and Recognizers in Python and OpenCV"
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   (tutorial). ISMAR 2014. September 9, 2014.
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   http://nummist.com/opencv/Howse_ISMAR_20140909.pdf
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 Joseph Howse. "Training Intelligent Camera Systems with Python and OpenCV"
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   (webcast). O’Reilly Media. June 17, 2014.
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   http://www.oreilly.com/pub/e/3077
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19
 Build scripts and demo applications can be found in the following repository:
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 https://bitbucket.org/Joe_Howse/angora-blue
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 KNOWN LIMITATIONS:
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 An upright subject is assumed. In situations where the cat's face might be
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 sideways or upside down (e.g. the cat is rolling over), try various rotations
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 of the input image.
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28
 CHANGELOG:
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 2016-08-06: Re-trained with more negative samples and more stages. False
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   positives are much rarer now. If you tailored your code for the cascade's
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   previous version, now you should re-adjust the arguments of
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   CascadeClassifier::detectMultiScale. For example, decrease the value of the
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   minNeighbors argument. You do not need to use a human face detector to
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   cross-check the positives anymore.
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 2014-04-25: First release (at https://bitbucket.org/Joe_Howse/angora-blue)
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 //////////////////////////////////////////////////////////////////////////
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 | Contributors License Agreement
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 | IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
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 |   By downloading, copying, installing or using the software you agree
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 |   to this license.
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 |   If you do not agree to this license, do not download, install,
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 |   copy or use the software.
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 |
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 | Copyright (c) 2014-2016, Joseph Howse (Nummist Media Corporation Limited,
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 | Halifax, Nova Scotia, Canada). All rights reserved.
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 |
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 | Redistribution and use in source and binary forms, with or without
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 | modification, are permitted provided that the following conditions are
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 | met:
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 |
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 |    * Redistributions of source code must retain the above copyright
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 |       notice, this list of conditions and the following disclaimer.
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 |    * Redistributions in binary form must reproduce the above
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 |      copyright notice, this list of conditions and the following
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 |      disclaimer in the documentation and/or other materials provided
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 |      with the distribution.
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 |    * The name of Contributor may not used to endorse or promote products
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 |      derived from this software without specific prior written permission.
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 |
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 | THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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 | "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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 | LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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 | A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
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 | CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
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 | EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
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 | PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
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 | PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
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 | LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
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 | NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
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 | SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.  Back to
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 | Top
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 //////////////////////////////////////////////////////////////////////////
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-->
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<cascade>
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  <stageType>BOOST</stageType>
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  <featureType>LBP</featureType>
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  <height>24</height>
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  <width>24</width>
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  <stageParams>
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    <minHitRate>9.9500000476837158e-01</minHitRate>
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    <maxDepth>1</maxDepth>
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    <maxWeakCount>100</maxWeakCount></stageParams>
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  <featureParams>
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    <maxCatCount>256</maxCatCount>
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    <featSize>1</featSize></featureParams>
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1969
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3021
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3024
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3027
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3030
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3033
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3036
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3039
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3042
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3045
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3048
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3050
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3051
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3054
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3057
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3060
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3063
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3066
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3069
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3072
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3075
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3078
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3080
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3081
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3083
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3084
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3086
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3087
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3089
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3090
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3092
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3093
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3095
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3096
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3097
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3098
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3099
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3101
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3102
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3104
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3105
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3108
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3110
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3111
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3114
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3116
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3117
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3119
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3120
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3123
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3125
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3126
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3129
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3132
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3135
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3138
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3141
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3144
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3147
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3150
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3153
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3162
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3165
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3171
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3174
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3177
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3180
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3181
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3182
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3183
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3184
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3185
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3186
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3189
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3192
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3195
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3197
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3198
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3200
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3201
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3203
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3204
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3205
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3206
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3207
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3208
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3209
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3210
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3211
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3212
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3213
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3214
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3215
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3216
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3217
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3218
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3219
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3220
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3221
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3222
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3223
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3224
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3225
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3226
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3227
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3228
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3229
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3230
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3231
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3232
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3233
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3234
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3235
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3236
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3237
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3238
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3239
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3240
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3241
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3242
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3243
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3244
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3245
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3246
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3247
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3248
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3249
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3250
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3251
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3252
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3253
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3254
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3255
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3256
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3257
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3258
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3259
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3260
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3261
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3262
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3263
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3264
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3265
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3266
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3267
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3268
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3269
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3270
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3271
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3272
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3273
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3274
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3275
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3276
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3277
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3278
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3279
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3280
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3281
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3282
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3283
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3284
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3285
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3286
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3287
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3288
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3289
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3290
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3291
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3292
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3293
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3294
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3295
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3296
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3297
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3298
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3299
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3300
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3301
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3302
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3303
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3304
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3305
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3306
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3307
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3308
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3309
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3310
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3311
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3312
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3313
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3314
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3315
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3316
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3317
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3318
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3319
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3320
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3321
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3322
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3323
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3324
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3325
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3326
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3327
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3328
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3329
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3330
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3331
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3332
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3333
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3334
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3335
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3336
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3337
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3338
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3339
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3340
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3341
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3342
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3343
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3344
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3345
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3346
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3347
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3348
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3349
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3350
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3351
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3352
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3353
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3354
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3355
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3356
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3357
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3358
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3359
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3360
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3361
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3362
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3363
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3364
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3365
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3366
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3367
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3368
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3369
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3370
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3371
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3372
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3373
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3374
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3375
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3376
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3377
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3378
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3379
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3380
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3381
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3382
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3383
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3384
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3385
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3386
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3387
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3388
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3389
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3390
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3391
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3392
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3393
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3394
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3395
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3396
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3397
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3398
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3399
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3400
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3401
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3402
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3403
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3404
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3405
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3406
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3407
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3408
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3409
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3410
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3411
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3412
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3413
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3414
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3415
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3416
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3417
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3418
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3419
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3420
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3421
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3422
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3423
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3424
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3425
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3426
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3427
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3428
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3429
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3430
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3431
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3432
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3433
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3434
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3435
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3436
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3437
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3438
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3439
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3440
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3441
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3442
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3443
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3444
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3445
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3446
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3447
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3448
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3449
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3450
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3451
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3452
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3453
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3454
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3455
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3456
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3457
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3458
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3459
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3460
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3461
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3462
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3463
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3464
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3465
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3466
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3467
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3468
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3469
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3470
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3471
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3472
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3473
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3474
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3475
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3476
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3477
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3478
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3479
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3480
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3481
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3482
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3483
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3484
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3485
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3486
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3487
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3488
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3489
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3490
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3491
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3492
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3493
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3494
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3495
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3496
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3497
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3498
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3499
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3500
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3501
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3502
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3503
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3504
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3505
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3506
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3507
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3508
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3509
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3510
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3511
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3512
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3513
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3514
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3515
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3516
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3517
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3518
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3519
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3520
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3521
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3522
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3523
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3524
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3525
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3526
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3527
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3528
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3529
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3530
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3531
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3532
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3533
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3534
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3535
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3536
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3537
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3538
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3539
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3540
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3541
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3542
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3543
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3544
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3545
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3546
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3547
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3548
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3549
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3550
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3551
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3552
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3553
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3554
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3555
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3556
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3557
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3558
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3559
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3560
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3561
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3562
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3563
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3564
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3565
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3566
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3567
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3568
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3569
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3570
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3571
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3572
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3573
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3575
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3576
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3577
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3578
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3579
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3580
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3581
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3582
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3583
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3584
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3585
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3587
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3588
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3589
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3590
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3591
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3592
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3593
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3594
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3595
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3596
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3597
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3598
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3599
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3600
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3601
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3602
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3603
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3604
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3605
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3606
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3607
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3608
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3609
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3610
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3611
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3612
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3613
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3614
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3615
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3616
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3617
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3618
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3619
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3620
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3621
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3769

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