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98<a href="#pub-types">Public Types</a> &#124;
99<a href="#pub-methods">Public Member Functions</a> &#124;
100<a href="class_caffe_preprocessor-members.xhtml">List of all members</a> </div>
101 <div class="headertitle">
102<div class="title">CaffePreprocessor Class Reference</div> </div>
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104<div class="contents">
105
106<p><code>#include &lt;<a class="el" href="_caffe_preprocessor_8hpp_source.xhtml">CaffePreprocessor.hpp</a>&gt;</code></p>
107<table class="memberdecls">
108<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a>
109Public Types</h2></td></tr>
110<tr class="memitem:a9d5c241a4bb952f78d140229d17f2465"><td class="memItemLeft" align="right" valign="top">using&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.xhtml#a9d5c241a4bb952f78d140229d17f2465">DataType</a> = float</td></tr>
111<tr class="separator:a9d5c241a4bb952f78d140229d17f2465"><td class="memSeparator" colspan="2">&#160;</td></tr>
112<tr class="memitem:a0b6d5426d97a60215cdcd609dee35cc9"><td class="memItemLeft" align="right" valign="top">using&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.xhtml#a0b6d5426d97a60215cdcd609dee35cc9">TTestCaseData</a> = <a class="el" href="class_classifier_test_case_data.xhtml">ClassifierTestCaseData</a>&lt; <a class="el" href="class_caffe_preprocessor.xhtml#a9d5c241a4bb952f78d140229d17f2465">DataType</a> &gt;</td></tr>
113<tr class="separator:a0b6d5426d97a60215cdcd609dee35cc9"><td class="memSeparator" colspan="2">&#160;</td></tr>
114</table><table class="memberdecls">
115<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
116Public Member Functions</h2></td></tr>
117<tr class="memitem:a6ca5a337226f4d2d85ffc3d95f39998e"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.xhtml#a6ca5a337226f4d2d85ffc3d95f39998e">CaffePreprocessor</a> (const std::string &amp;binaryFileDirectory, unsigned int width=227, unsigned int height=227, const std::vector&lt; <a class="el" href="_caffe_preprocessor_8hpp.xhtml#aaf2811634c15da39d0966a444b780a55">ImageSet</a> &gt; &amp;imageSet=std::vector&lt; <a class="el" href="_caffe_preprocessor_8hpp.xhtml#aaf2811634c15da39d0966a444b780a55">ImageSet</a> &gt;())</td></tr>
118<tr class="separator:a6ca5a337226f4d2d85ffc3d95f39998e"><td class="memSeparator" colspan="2">&#160;</td></tr>
119<tr class="memitem:a21e0733780e895c0baf0072c51cbfd23"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="class_caffe_preprocessor.xhtml#a0b6d5426d97a60215cdcd609dee35cc9">TTestCaseData</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_caffe_preprocessor.xhtml#a21e0733780e895c0baf0072c51cbfd23">GetTestCaseData</a> (unsigned int testCaseId)</td></tr>
120<tr class="separator:a21e0733780e895c0baf0072c51cbfd23"><td class="memSeparator" colspan="2">&#160;</td></tr>
121</table>
122<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
123<div class="textblock">
124<p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8hpp_source.xhtml#l00018">18</a> of file <a class="el" href="_caffe_preprocessor_8hpp_source.xhtml">CaffePreprocessor.hpp</a>.</p>
125</div><h2 class="groupheader">Member Typedef Documentation</h2>
126<a id="a9d5c241a4bb952f78d140229d17f2465"></a>
127<h2 class="memtitle"><span class="permalink"><a href="#a9d5c241a4bb952f78d140229d17f2465">&#9670;&nbsp;</a></span>DataType</h2>
128
129<div class="memitem">
130<div class="memproto">
131 <table class="memname">
132 <tr>
133 <td class="memname">using <a class="el" href="class_caffe_preprocessor.xhtml#a9d5c241a4bb952f78d140229d17f2465">DataType</a> = float</td>
134 </tr>
135 </table>
136</div><div class="memdoc">
137
138<p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8hpp_source.xhtml#l00021">21</a> of file <a class="el" href="_caffe_preprocessor_8hpp_source.xhtml">CaffePreprocessor.hpp</a>.</p>
139
140</div>
141</div>
142<a id="a0b6d5426d97a60215cdcd609dee35cc9"></a>
143<h2 class="memtitle"><span class="permalink"><a href="#a0b6d5426d97a60215cdcd609dee35cc9">&#9670;&nbsp;</a></span>TTestCaseData</h2>
144
145<div class="memitem">
146<div class="memproto">
147 <table class="memname">
148 <tr>
149 <td class="memname">using <a class="el" href="class_caffe_preprocessor.xhtml#a0b6d5426d97a60215cdcd609dee35cc9">TTestCaseData</a> = <a class="el" href="class_classifier_test_case_data.xhtml">ClassifierTestCaseData</a>&lt;<a class="el" href="class_caffe_preprocessor.xhtml#a9d5c241a4bb952f78d140229d17f2465">DataType</a>&gt;</td>
150 </tr>
151 </table>
152</div><div class="memdoc">
153
154<p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8hpp_source.xhtml#l00022">22</a> of file <a class="el" href="_caffe_preprocessor_8hpp_source.xhtml">CaffePreprocessor.hpp</a>.</p>
155
156</div>
157</div>
158<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
159<a id="a6ca5a337226f4d2d85ffc3d95f39998e"></a>
160<h2 class="memtitle"><span class="permalink"><a href="#a6ca5a337226f4d2d85ffc3d95f39998e">&#9670;&nbsp;</a></span>CaffePreprocessor()</h2>
161
162<div class="memitem">
163<div class="memproto">
164<table class="mlabels">
165 <tr>
166 <td class="mlabels-left">
167 <table class="memname">
168 <tr>
169 <td class="memname"><a class="el" href="class_caffe_preprocessor.xhtml">CaffePreprocessor</a> </td>
170 <td>(</td>
171 <td class="paramtype">const std::string &amp;&#160;</td>
172 <td class="paramname"><em>binaryFileDirectory</em>, </td>
173 </tr>
174 <tr>
175 <td class="paramkey"></td>
176 <td></td>
177 <td class="paramtype">unsigned int&#160;</td>
178 <td class="paramname"><em>width</em> = <code>227</code>, </td>
179 </tr>
180 <tr>
181 <td class="paramkey"></td>
182 <td></td>
183 <td class="paramtype">unsigned int&#160;</td>
184 <td class="paramname"><em>height</em> = <code>227</code>, </td>
185 </tr>
186 <tr>
187 <td class="paramkey"></td>
188 <td></td>
189 <td class="paramtype">const std::vector&lt; <a class="el" href="_caffe_preprocessor_8hpp.xhtml#aaf2811634c15da39d0966a444b780a55">ImageSet</a> &gt; &amp;&#160;</td>
190 <td class="paramname"><em>imageSet</em> = <code>std::vector&lt;<a class="el" href="_caffe_preprocessor_8hpp.xhtml#aaf2811634c15da39d0966a444b780a55">ImageSet</a>&gt;()</code>&#160;</td>
191 </tr>
192 <tr>
193 <td></td>
194 <td>)</td>
195 <td></td><td></td>
196 </tr>
197 </table>
198 </td>
199 <td class="mlabels-right">
200<span class="mlabels"><span class="mlabel">explicit</span></span> </td>
201 </tr>
202</table>
203</div><div class="memdoc">
204
205<p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8cpp_source.xhtml#l00021">21</a> of file <a class="el" href="_caffe_preprocessor_8cpp_source.xhtml">CaffePreprocessor.cpp</a>.</p>
206<div class="fragment"><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;: m_BinaryDirectory(binaryFileDirectory)</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;, m_Height(height)</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;, m_Width(width)</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;, m_ImageSet(imageSet.empty() ? <a class="code" href="_caffe_preprocessor_8cpp.xhtml#a2e3a3e9d1f061482dc3dfcc790dceb79">g_DefaultImageSet</a> : imageSet)</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;{</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;}</div><div class="ttc" id="_caffe_preprocessor_8cpp_xhtml_a2e3a3e9d1f061482dc3dfcc790dceb79"><div class="ttname"><a href="_caffe_preprocessor_8cpp.xhtml#a2e3a3e9d1f061482dc3dfcc790dceb79">g_DefaultImageSet</a></div><div class="ttdeci">const std::vector&lt; ImageSet &gt; g_DefaultImageSet</div><div class="ttdef"><b>Definition:</b> <a href="_caffe_preprocessor_8cpp_source.xhtml#l00016">CaffePreprocessor.cpp:16</a></div></div>
207</div><!-- fragment -->
208</div>
209</div>
210<h2 class="groupheader">Member Function Documentation</h2>
211<a id="a21e0733780e895c0baf0072c51cbfd23"></a>
212<h2 class="memtitle"><span class="permalink"><a href="#a21e0733780e895c0baf0072c51cbfd23">&#9670;&nbsp;</a></span>GetTestCaseData()</h2>
213
214<div class="memitem">
215<div class="memproto">
216 <table class="memname">
217 <tr>
218 <td class="memname">std::unique_ptr&lt; <a class="el" href="class_caffe_preprocessor.xhtml#a0b6d5426d97a60215cdcd609dee35cc9">CaffePreprocessor::TTestCaseData</a> &gt; GetTestCaseData </td>
219 <td>(</td>
220 <td class="paramtype">unsigned int&#160;</td>
221 <td class="paramname"><em>testCaseId</em></td><td>)</td>
222 <td></td>
223 </tr>
224 </table>
225</div><div class="memdoc">
226
227<p class="definition">Definition at line <a class="el" href="_caffe_preprocessor_8cpp_source.xhtml#l00030">30</a> of file <a class="el" href="_caffe_preprocessor_8cpp_source.xhtml">CaffePreprocessor.cpp</a>.</p>
228
229<p class="reference">References <a class="el" href="_inference_test_image_8hpp.xhtml#a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2">Bgr</a>, <a class="el" href="_exceptions_8hpp_source.xhtml#l00192">CHECK_LOCATION</a>, <a class="el" href="_inference_test_image_8cpp_source.xhtml#l00322">GetImageDataInArmNnLayoutAsFloatsSubtractingMean()</a>, <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00033">armnn::numeric_cast()</a>, and <a class="el" href="_inference_test_image_8cpp_source.xhtml#l00209">InferenceTestImage::Resize()</a>.</p>
230<div class="fragment"><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;{</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; testCaseId = testCaseId % <a class="code" href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">boost::numeric_cast</a>&lt;<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>&gt;(m_ImageSet.size());</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; <span class="keyword">const</span> <a class="code" href="_caffe_preprocessor_8hpp.xhtml#aaf2811634c15da39d0966a444b780a55">ImageSet</a>&amp; imageSet = m_ImageSet[testCaseId];</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; <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>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; <a class="code" href="class_inference_test_image.xhtml">InferenceTestImage</a> image(fullPath.c_str());</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; image.<a class="code" href="class_inference_test_image.xhtml#a4a6637c2a2952a14cb3a426133b67a73">Resize</a>(m_Width, m_Height, <a class="code" href="_exceptions_8hpp.xhtml#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a>());</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; <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>&#160; std::vector&lt;float&gt; inputImageData = <a class="code" href="_inference_test_image_8cpp.xhtml#a16f15d88afcc9c6bba231cc72bdd8cbf">GetImageDataInArmNnLayoutAsFloatsSubtractingMean</a>(<a class="code" href="_inference_test_image_8hpp.xhtml#a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2">ImageChannelLayout::Bgr</a>,</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; image, m_MeanBgr);</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; <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>&#160; <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>&#160; <span class="keywordflow">return</span> std::make_unique&lt;TTestCaseData&gt;(label, std::move(inputImageData));</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;}</div><div class="ttc" id="_caffe_preprocessor_8hpp_xhtml_aaf2811634c15da39d0966a444b780a55"><div class="ttname"><a href="_caffe_preprocessor_8hpp.xhtml#aaf2811634c15da39d0966a444b780a55">ImageSet</a></div><div class="ttdeci">std::pair&lt; const std::string, unsigned int &gt; 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.xhtml#l00016">CaffePreprocessor.hpp:16</a></div></div>
231<div class="ttc" id="_inference_test_image_8cpp_xhtml_a16f15d88afcc9c6bba231cc72bdd8cbf"><div class="ttname"><a href="_inference_test_image_8cpp.xhtml#a16f15d88afcc9c6bba231cc72bdd8cbf">GetImageDataInArmNnLayoutAsFloatsSubtractingMean</a></div><div class="ttdeci">std::vector&lt; float &gt; GetImageDataInArmNnLayoutAsFloatsSubtractingMean(ImageChannelLayout layout, const InferenceTestImage &amp;image, const std::array&lt; float, 3 &gt; &amp;mean)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_image_8cpp_source.xhtml#l00322">InferenceTestImage.cpp:322</a></div></div>
232<div class="ttc" id="namespacearmnn_xhtml_a37fa39012e90d568df7f774cd6d1e956"><div class="ttname"><a href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">armnn::numeric_cast</a></div><div class="ttdeci">std::enable_if_t&lt; std::is_unsigned&lt; Source &gt;::value &amp;&amp;std::is_unsigned&lt; Dest &gt;::value, Dest &gt; numeric_cast(Source source)</div><div class="ttdef"><b>Definition:</b> <a href="_numeric_cast_8hpp_source.xhtml#l00033">NumericCast.hpp:33</a></div></div>
233<div class="ttc" id="_exceptions_8hpp_xhtml_aa3be76aec4ce713822a5ea1ecbb7bc61"><div class="ttname"><a href="_exceptions_8hpp.xhtml#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a></div><div class="ttdeci">#define CHECK_LOCATION()</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00192">Exceptions.hpp:192</a></div></div>
234<div class="ttc" id="class_inference_test_image_xhtml"><div class="ttname"><a href="class_inference_test_image.xhtml">InferenceTestImage</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_image_8hpp_source.xhtml#l00051">InferenceTestImage.hpp:51</a></div></div>
235<div class="ttc" id="class_inference_test_image_xhtml_a4a6637c2a2952a14cb3a426133b67a73"><div class="ttname"><a href="class_inference_test_image.xhtml#a4a6637c2a2952a14cb3a426133b67a73">InferenceTestImage::Resize</a></div><div class="ttdeci">std::vector&lt; float &gt; Resize(unsigned int newWidth, unsigned int newHeight, const armnn::CheckLocation &amp;location, const ResizingMethods meth=ResizingMethods::STB, const std::array&lt; float, 3 &gt; &amp;mean={{0.0, 0.0, 0.0}}, const std::array&lt; float, 3 &gt; &amp;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.xhtml#l00209">InferenceTestImage.cpp:209</a></div></div>
236<div class="ttc" id="_inference_test_image_8hpp_xhtml_a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2"><div class="ttname"><a href="_inference_test_image_8hpp.xhtml#a5f7592b0a8fa09208cd32721cf207110a103b58155b4c5cc09249629e7ccd5dc2">ImageChannelLayout::Bgr</a></div></div>
237</div><!-- fragment -->
238</div>
239</div>
240<hr/>The documentation for this class was generated from the following files:<ul>
241<li>tests/<a class="el" href="_caffe_preprocessor_8hpp_source.xhtml">CaffePreprocessor.hpp</a></li>
242<li>tests/<a class="el" href="_caffe_preprocessor_8cpp_source.xhtml">CaffePreprocessor.cpp</a></li>
243</ul>
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