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$ sudo pip install Theano[test,doc] 

Downloading/unpacking Theano[test,doc]
  Downloading Theano-0.8.2.tar.gz (2.9MB): 2.9MB downloaded
  Running setup.py (path:/tmp/pip_build_root/Theano/setup.py) egg_info for package Theano
    
    warning: manifest_maker: MANIFEST.in, line 9: 'recursive-include' expects <dir> <pattern1> <pattern2> ...
    
  Installing extra requirements: 'test,doc'
Downloading/unpacking numpy>=1.7.1 (from Theano[test,doc])

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#The MIT License (MIT)
#
#Copyright (c) 2015 Andre Queiroz
#
#Permission is hereby granted, free of charge, to any person obtaining a copy
#of this software and associated documentation files (the "Software"), to deal
#in the Software without restriction, including without limitation the rights
#to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
#copies of the Software, and to permit persons to whom the Software is
#furnished to do so, subject to the following conditions:

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#  ---------------------------------------------------------------------------
#
#  Description:  This file holds all my BASH configurations and aliases
#
#  Sections:
#  1.   Environment Configuration
#  2.   Make Terminal Better (remapping defaults and adding functionality)
#  3.   File and Folder Management
#  4.   Searching
#  5.   Process Management

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 4 root organization 
   > name  
   > organization 
   	 > name 
   	 > website
   	 > organizationalUnit
   	 > organizationalUnit
   	 > organizationalUnit
   	 > organizationalUnit     .... multiple units first level
   	 	> name 

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{
  "directoryExport": {
    "$": {
      "xmlns": "http://directory.gov.au"
    },
    "organization": [{
      "$": {
        "UUID": "74aa05c1-872c-4e94-ae3c-c3a87e4de3ab"
      },
      "name": ["Commonwealth Parliament"],

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/* ex: set ts=4: */
/*
 based on code from http://www.progressive-coding.com/tutorial.php?id=3#end
 ---------------------------------------------------------------------------
 Copyright (c) 2007-2010, Laurent Haan, Luxembourg, LU. All rights reserved.
 
 LICENSE TERMS
 
 The redistribution and use of this software (with or without changes)
 is allowed without the payment of fees or royalties provided that:

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void CropAndResizePerBox(
    const float * image_data,
    const int batch_size,
    const int depth,
    const int image_height,
    const int image_width,

    const float * boxes_data,
    const int * box_index_data,
    const int start_box,

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name: "PVANET"

layer {
  type: "YOU DATA LAYER"
  top: "mask_gt" ### 2 * 640 * 640 * 1 ### mask for text/non-text segmentation 
  top: "mask_iou_angle" ### 1 * 640 * 640 * 5 ### iou with 4 channels and angle with one channel
  top: "gt_bbox" ### N * 8 ### grounding truth boxes for text (for computing loss)
  top: "ignore_bbox" ### N * 8 ### grounding truth boxes for text (for ignoring)
}

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name: "PVANET"

input: "data"
input_shape { dim: 1 dim: 3 dim: 512 dim: 512 }
input: "fcn_th"
input_shape { dim: 1 dim: 1 }


################################################################################
## Convolution