| <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> |
| <html xmlns="http://www.w3.org/1999/xhtml"> |
| <head> |
| <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/> |
| <meta http-equiv="X-UA-Compatible" content="IE=9"/> |
| <meta name="generator" content="Doxygen 1.8.13"/> |
| <meta name="viewport" content="width=device-width, initial-scale=1"/> |
| <title>ArmNN: CaffePreprocessor Class Reference</title> |
| <link href="tabs.css" rel="stylesheet" type="text/css"/> |
| <script type="text/javascript" src="jquery.js"></script> |
| <script type="text/javascript" src="dynsections.js"></script> |
| <link href="navtree.css" rel="stylesheet" type="text/css"/> |
| <script type="text/javascript" src="resize.js"></script> |
| <script type="text/javascript" src="navtreedata.js"></script> |
| <script type="text/javascript" src="navtree.js"></script> |
| <script type="text/javascript"> |
| $(document).ready(initResizable); |
| </script> |
| <link href="search/search.css" rel="stylesheet" type="text/css"/> |
| <script type="text/javascript" src="search/searchdata.js"></script> |
| <script type="text/javascript" src="search/search.js"></script> |
| <link href="doxygen.css" rel="stylesheet" type="text/css" /> |
| </head> |
| <body> |
| <div id="top"><!-- do not remove this div, it is closed by doxygen! --> |
| <div id="titlearea"> |
| <table cellspacing="0" cellpadding="0"> |
| <tbody> |
| <tr style="height: 56px;"> |
| <td id="projectalign" style="padding-left: 0.5em;"> |
| <div id="projectname">ArmNN |
|  <span id="projectnumber">NotReleased</span> |
| </div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <!-- end header part --> |
| <!-- Generated by Doxygen 1.8.13 --> |
| <script type="text/javascript"> |
| var searchBox = new SearchBox("searchBox", "search",false,'Search'); |
| </script> |
| <script type="text/javascript" src="menudata.js"></script> |
| <script type="text/javascript" src="menu.js"></script> |
| <script type="text/javascript"> |
| $(function() { |
| initMenu('',true,false,'search.php','Search'); |
| $(document).ready(function() { init_search(); }); |
| }); |
| </script> |
| <div id="main-nav"></div> |
| </div><!-- top --> |
| <div id="side-nav" class="ui-resizable side-nav-resizable"> |
| <div id="nav-tree"> |
| <div id="nav-tree-contents"> |
| <div id="nav-sync" class="sync"></div> |
| </div> |
| </div> |
| <div id="splitbar" style="-moz-user-select:none;" |
| class="ui-resizable-handle"> |
| </div> |
| </div> |
| <script type="text/javascript"> |
| $(document).ready(function(){initNavTree('class_caffe_preprocessor.html','');}); |
| </script> |
| <div id="doc-content"> |
| <!-- window showing the filter options --> |
| <div id="MSearchSelectWindow" |
| onmouseover="return searchBox.OnSearchSelectShow()" |
| onmouseout="return searchBox.OnSearchSelectHide()" |
| onkeydown="return searchBox.OnSearchSelectKey(event)"> |
| </div> |
| |
| <!-- iframe showing the search results (closed by default) --> |
| <div id="MSearchResultsWindow"> |
| <iframe src="javascript:void(0)" frameborder="0" |
| name="MSearchResults" id="MSearchResults"> |
| </iframe> |
| </div> |
| |
| <div class="header"> |
| <div class="summary"> |
| <a href="#pub-types">Public Types</a> | |
| <a href="#pub-methods">Public Member Functions</a> | |
| <a href="class_caffe_preprocessor-members.html">List of all members</a> </div> |
| <div class="headertitle"> |
| <div class="title">CaffePreprocessor Class Reference</div> </div> |
| </div><!--header--> |
| <div class="contents"> |
| |
| <p><code>#include <<a class="el" href="_caffe_preprocessor_8hpp_source.html">CaffePreprocessor.hpp</a>></code></p> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a> |
| Public Types</h2></td></tr> |
| <tr class="memitem:a9d5c241a4bb952f78d140229d17f2465"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.html#a9d5c241a4bb952f78d140229d17f2465">DataType</a> = float</td></tr> |
| <tr class="separator:a9d5c241a4bb952f78d140229d17f2465"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0b6d5426d97a60215cdcd609dee35cc9"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.html#a0b6d5426d97a60215cdcd609dee35cc9">TTestCaseData</a> = <a class="el" href="class_classifier_test_case_data.html">ClassifierTestCaseData</a>< <a class="el" href="class_caffe_preprocessor.html#a9d5c241a4bb952f78d140229d17f2465">DataType</a> ></td></tr> |
| <tr class="separator:a0b6d5426d97a60215cdcd609dee35cc9"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a> |
| Public Member Functions</h2></td></tr> |
| <tr class="memitem:a6ca5a337226f4d2d85ffc3d95f39998e"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.html#a6ca5a337226f4d2d85ffc3d95f39998e">CaffePreprocessor</a> (const std::string &binaryFileDirectory, unsigned int width=227, unsigned int height=227, const std::vector< <a class="el" href="_caffe_preprocessor_8hpp.html#aaf2811634c15da39d0966a444b780a55">ImageSet</a> > &imageSet=std::vector< <a class="el" href="_caffe_preprocessor_8hpp.html#aaf2811634c15da39d0966a444b780a55">ImageSet</a> >())</td></tr> |
| <tr class="separator:a6ca5a337226f4d2d85ffc3d95f39998e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a21e0733780e895c0baf0072c51cbfd23"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="class_caffe_preprocessor.html#a0b6d5426d97a60215cdcd609dee35cc9">TTestCaseData</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.html#a21e0733780e895c0baf0072c51cbfd23">GetTestCaseData</a> (unsigned int testCaseId)</td></tr> |
| <tr class="separator:a21e0733780e895c0baf0072c51cbfd23"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"> |
| <p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8hpp_source.html#l00018">18</a> of file <a class="el" href="_caffe_preprocessor_8hpp_source.html">CaffePreprocessor.hpp</a>.</p> |
| </div><h2 class="groupheader">Member Typedef Documentation</h2> |
| <a id="a9d5c241a4bb952f78d140229d17f2465"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a9d5c241a4bb952f78d140229d17f2465">◆ </a></span>DataType</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="class_caffe_preprocessor.html#a9d5c241a4bb952f78d140229d17f2465">DataType</a> = float</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8hpp_source.html#l00021">21</a> of file <a class="el" href="_caffe_preprocessor_8hpp_source.html">CaffePreprocessor.hpp</a>.</p> |
| |
| </div> |
| </div> |
| <a id="a0b6d5426d97a60215cdcd609dee35cc9"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a0b6d5426d97a60215cdcd609dee35cc9">◆ </a></span>TTestCaseData</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="class_caffe_preprocessor.html#a0b6d5426d97a60215cdcd609dee35cc9">TTestCaseData</a> = <a class="el" href="class_classifier_test_case_data.html">ClassifierTestCaseData</a><<a class="el" href="class_caffe_preprocessor.html#a9d5c241a4bb952f78d140229d17f2465">DataType</a>></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8hpp_source.html#l00022">22</a> of file <a class="el" href="_caffe_preprocessor_8hpp_source.html">CaffePreprocessor.hpp</a>.</p> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Constructor & Destructor Documentation</h2> |
| <a id="a6ca5a337226f4d2d85ffc3d95f39998e"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a6ca5a337226f4d2d85ffc3d95f39998e">◆ </a></span>CaffePreprocessor()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="class_caffe_preprocessor.html">CaffePreprocessor</a> </td> |
| <td>(</td> |
| <td class="paramtype">const std::string & </td> |
| <td class="paramname"><em>binaryFileDirectory</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">unsigned int </td> |
| <td class="paramname"><em>width</em> = <code>227</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">unsigned int </td> |
| <td class="paramname"><em>height</em> = <code>227</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const std::vector< <a class="el" href="_caffe_preprocessor_8hpp.html#aaf2811634c15da39d0966a444b780a55">ImageSet</a> > & </td> |
| <td class="paramname"><em>imageSet</em> = <code>std::vector<<a class="el" href="_caffe_preprocessor_8hpp.html#aaf2811634c15da39d0966a444b780a55">ImageSet</a>>()</code> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">explicit</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8cpp_source.html#l00021">21</a> of file <a class="el" href="_caffe_preprocessor_8cpp_source.html">CaffePreprocessor.cpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> : m_BinaryDirectory(binaryFileDirectory)</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> , m_Height(height)</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> , m_Width(width)</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> , m_ImageSet(imageSet.empty() ? <a class="code" href="_caffe_preprocessor_8cpp.html#a2e3a3e9d1f061482dc3dfcc790dceb79">g_DefaultImageSet</a> : imageSet)</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> {</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> }</div><div class="ttc" id="_caffe_preprocessor_8cpp_html_a2e3a3e9d1f061482dc3dfcc790dceb79"><div class="ttname"><a href="_caffe_preprocessor_8cpp.html#a2e3a3e9d1f061482dc3dfcc790dceb79">g_DefaultImageSet</a></div><div class="ttdeci">const std::vector< ImageSet > g_DefaultImageSet</div><div class="ttdef"><b>Definition:</b> <a href="_caffe_preprocessor_8cpp_source.html#l00016">CaffePreprocessor.cpp:16</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <h2 class="groupheader">Member Function Documentation</h2> |
| <a id="a21e0733780e895c0baf0072c51cbfd23"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a21e0733780e895c0baf0072c51cbfd23">◆ </a></span>GetTestCaseData()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">std::unique_ptr< <a class="el" href="class_caffe_preprocessor.html#a0b6d5426d97a60215cdcd609dee35cc9">CaffePreprocessor::TTestCaseData</a> > GetTestCaseData </td> |
| <td>(</td> |
| <td class="paramtype">unsigned int </td> |
| <td class="paramname"><em>testCaseId</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8cpp_source.html#l00030">30</a> of file <a class="el" href="_caffe_preprocessor_8cpp_source.html">CaffePreprocessor.cpp</a>.</p> |
| |
| <p class="reference">References <a class="el" href="_inference_test_image_8hpp.html#a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2">Bgr</a>, <a class="el" href="_exceptions_8hpp_source.html#l00169">CHECK_LOCATION</a>, <a class="el" href="_inference_test_image_8cpp_source.html#l00322">GetImageDataInArmNnLayoutAsFloatsSubtractingMean()</a>, and <a class="el" href="_inference_test_image_8cpp_source.html#l00209">InferenceTestImage::Resize()</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> {</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  testCaseId = testCaseId % boost::numeric_cast<<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(m_ImageSet.size());</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <span class="keyword">const</span> <a class="code" href="_caffe_preprocessor_8hpp.html#aaf2811634c15da39d0966a444b780a55">ImageSet</a>& imageSet = m_ImageSet[testCaseId];</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keyword">const</span> std::string fullPath = m_BinaryDirectory + imageSet.first;</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <a class="code" href="class_inference_test_image.html">InferenceTestImage</a> image(fullPath.c_str());</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  image.<a class="code" href="class_inference_test_image.html#a4a6637c2a2952a14cb3a426133b67a73">Resize</a>(m_Width, m_Height, <a class="code" href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a>());</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> </div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="comment">// The model expects image data in BGR format.</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  std::vector<float> inputImageData = <a class="code" href="_inference_test_image_8cpp.html#a16f15d88afcc9c6bba231cc72bdd8cbf">GetImageDataInArmNnLayoutAsFloatsSubtractingMean</a>(<a class="code" href="_inference_test_image_8hpp.html#a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2">ImageChannelLayout::Bgr</a>,</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  image, m_MeanBgr);</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="comment">// List of labels: https://gist.github.com/yrevar/942d3a0ac09ec9e5eb3a</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> label = imageSet.second;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keywordflow">return</span> std::make_unique<TTestCaseData>(label, std::move(inputImageData));</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> }</div><div class="ttc" id="_inference_test_image_8hpp_html_a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2"><div class="ttname"><a href="_inference_test_image_8hpp.html#a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2">ImageChannelLayout::Bgr</a></div></div> |
| <div class="ttc" id="_exceptions_8hpp_html_aa3be76aec4ce713822a5ea1ecbb7bc61"><div class="ttname"><a href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a></div><div class="ttdeci">#define CHECK_LOCATION()</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00169">Exceptions.hpp:169</a></div></div> |
| <div class="ttc" id="class_inference_test_image_html"><div class="ttname"><a href="class_inference_test_image.html">InferenceTestImage</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_image_8hpp_source.html#l00051">InferenceTestImage.hpp:51</a></div></div> |
| <div class="ttc" id="_inference_test_image_8cpp_html_a16f15d88afcc9c6bba231cc72bdd8cbf"><div class="ttname"><a href="_inference_test_image_8cpp.html#a16f15d88afcc9c6bba231cc72bdd8cbf">GetImageDataInArmNnLayoutAsFloatsSubtractingMean</a></div><div class="ttdeci">std::vector< float > GetImageDataInArmNnLayoutAsFloatsSubtractingMean(ImageChannelLayout layout, const InferenceTestImage &image, const std::array< float, 3 > &mean)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_image_8cpp_source.html#l00322">InferenceTestImage.cpp:322</a></div></div> |
| <div class="ttc" id="class_inference_test_image_html_a4a6637c2a2952a14cb3a426133b67a73"><div class="ttname"><a href="class_inference_test_image.html#a4a6637c2a2952a14cb3a426133b67a73">InferenceTestImage::Resize</a></div><div class="ttdeci">std::vector< float > Resize(unsigned int newWidth, unsigned int newHeight, const armnn::CheckLocation &location, const ResizingMethods meth=ResizingMethods::STB, const std::array< float, 3 > &mean={{0.0, 0.0, 0.0}}, const std::array< float, 3 > &stddev={{1.0, 1.0, 1.0}}, const float scale=255.0f)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_image_8cpp_source.html#l00209">InferenceTestImage.cpp:209</a></div></div> |
| <div class="ttc" id="_caffe_preprocessor_8hpp_html_aaf2811634c15da39d0966a444b780a55"><div class="ttname"><a href="_caffe_preprocessor_8hpp.html#aaf2811634c15da39d0966a444b780a55">ImageSet</a></div><div class="ttdeci">std::pair< const std::string, unsigned int > ImageSet</div><div class="ttdoc">Caffe requires BGR images, not normalized, mean adjusted and resized using smooth resize of STB libra...</div><div class="ttdef"><b>Definition:</b> <a href="_caffe_preprocessor_8hpp_source.html#l00016">CaffePreprocessor.hpp:16</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <hr/>The documentation for this class was generated from the following files:<ul> |
| <li>tests/<a class="el" href="_caffe_preprocessor_8hpp_source.html">CaffePreprocessor.hpp</a></li> |
| <li>tests/<a class="el" href="_caffe_preprocessor_8cpp_source.html">CaffePreprocessor.cpp</a></li> |
| </ul> |
| </div><!-- contents --> |
| </div><!-- doc-content --> |
| <!-- start footer part --> |
| <div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> |
| <ul> |
| <li class="navelem"><a class="el" href="class_caffe_preprocessor.html">CaffePreprocessor</a></li> |
| <li class="footer">Generated on Fri Mar 13 2020 16:07:01 for ArmNN by |
| <a href="http://www.doxygen.org/index.html"> |
| <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> |
| </ul> |
| </div> |
| </body> |
| </html> |