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<div class="title">YoloInferenceTest.hpp</div> </div>
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<a href="_yolo_inference_test_8hpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include "<a class="code" href="_inference_test_8hpp.xhtml">InferenceTest.hpp</a>"</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include "<a class="code" href="_yolo_database_8hpp.xhtml">YoloDatabase.hpp</a>"</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_assert_8hpp.xhtml">armnn/utility/Assert.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_floating_point_comparison_8hpp.xhtml">armnnUtils/FloatingPointComparison.hpp</a>></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <array></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <utility></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> </div><div class="line"><a name="l00018"></a><span class="lineno"><a class="line" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d"> 18</a></span> constexpr <span class="keywordtype">size_t</span> <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> = 1470;</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Model></div><div class="line"><a name="l00021"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml"> 21</a></span> <span class="keyword">class </span><a class="code" href="class_yolo_test_case.xhtml">YoloTestCase</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase</a><Model></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> {</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00024"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml#aa09e1baeedec8ca7cb0bc74a29b6c73e"> 24</a></span>  <a class="code" href="class_yolo_test_case.xhtml#aa09e1baeedec8ca7cb0bc74a29b6c73e">YoloTestCase</a>(Model& model,</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId,</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <a class="code" href="class_yolo_test_case_data.xhtml">YoloTestCaseData</a>& testCaseData)</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  : <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase</a><Model>(model, testCaseId, { std::move(testCaseData.<a class="code" href="class_yolo_test_case_data.xhtml#a8a846d71b79227a5eb6baf5c9bc7d074">m_InputImage</a>) }, { <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> })</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  , m_TopObjectDetections(std::move(testCaseData.m_TopObjectDetections))</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  {</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  }</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> </div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml#a5cbd09fbd9175f9101a7b43bb9c48e68"> 32</a></span>  <span class="keyword">virtual</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a> <a class="code" href="class_yolo_test_case.xhtml#a5cbd09fbd9175f9101a7b43bb9c48e68">ProcessResult</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>& options)<span class="keyword"> override</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(options);</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>  <span class="keyword">const</span> std::vector<float>& output = mapbox::util::get<std::vector<float>>(this-><a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">GetOutputs</a>()[0]);</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(output.size() == <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</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>  constexpr <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> gridSize = 7;</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  constexpr <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numClasses = 20;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  constexpr <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numScales = 2;</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="keyword">const</span> <span class="keywordtype">float</span>* outputPtr = output.data();</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="comment">// Range 0-980. Class probabilities. 7x7x20</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  vector<vector<vector<float>>> classProbabilities(gridSize, vector<vector<float>>(gridSize,</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  vector<float>(numClasses)));</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  {</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> x = 0; x < gridSize; ++x)</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  {</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> c = 0; c < numClasses; ++c)</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  {</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  classProbabilities[y][x][c] = *outputPtr++;</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  }</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  }</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  }</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> </div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="comment">// Range 980-1078. Scales. 7x7x2</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  vector<vector<vector<float>>> scales(gridSize, vector<vector<float>>(gridSize, vector<float>(numScales)));</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  {</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> x = 0; x < gridSize; ++x)</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  {</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> s = 0; s < numScales; ++s)</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  {</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  scales[y][x][s] = *outputPtr++;</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  }</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  }</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  }</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> </div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="comment">// Range 1078-1469. Bounding boxes. 7x7x2x4</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  constexpr <span class="keywordtype">float</span> imageWidthAsFloat = <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(<a class="code" href="_yolo_database_8hpp.xhtml#a88c3339d57718f167a374ab572610ba8">YoloImageWidth</a>);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  constexpr <span class="keywordtype">float</span> imageHeightAsFloat = <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(<a class="code" href="_yolo_database_8hpp.xhtml#af74f4ad1b33fe68237cb97c9345e9e87">YoloImageHeight</a>);</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  vector<vector<vector<vector<float>>>> boxes(gridSize, vector<vector<vector<float>>></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  (gridSize, vector<vector<float>>(numScales, vector<float>(4))));</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  {</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> x = 0; x < gridSize; ++x)</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  {</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> s = 0; s < numScales; ++s)</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  {</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="keywordtype">float</span> bx = *outputPtr++;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keywordtype">float</span> by = *outputPtr++;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keywordtype">float</span> bw = *outputPtr++;</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keywordtype">float</span> bh = *outputPtr++;</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> </div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  boxes[y][x][s][0] = ((bx + <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(x)) / 7.0f) * imageWidthAsFloat;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  boxes[y][x][s][1] = ((by + <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(y)) / 7.0f) * imageHeightAsFloat;</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  boxes[y][x][s][2] = bw * bw * <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(imageWidthAsFloat);</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  boxes[y][x][s][3] = bh * bh * <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(imageHeightAsFloat);</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  }</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  }</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  }</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(output.data() + <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> == outputPtr);</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> </div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  std::vector<YoloDetectedObject> detectedObjects;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  detectedObjects.reserve(gridSize * gridSize * numScales * numClasses);</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> </div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  {</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> x = 0; x < gridSize; ++x)</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  {</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> s = 0; s < numScales; ++s)</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  {</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> c = 0; c < numClasses; ++c)</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  {</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="comment">// Resolved confidence: class probabilities * scales.</span></div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keyword">const</span> <span class="keywordtype">float</span> confidence = classProbabilities[y][x][c] * scales[y][x][s];</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> </div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="comment">// Resolves bounding box and stores.</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <a class="code" href="struct_yolo_bounding_box.xhtml">YoloBoundingBox</a> box;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  box.<a class="code" href="struct_yolo_bounding_box.xhtml#ad89841ac3480fc147a3b4c97343eadfc">m_X</a> = boxes[y][x][s][0];</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  box.<a class="code" href="struct_yolo_bounding_box.xhtml#a6360e12f495c81e6390fca7c39983676">m_Y</a> = boxes[y][x][s][1];</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  box.<a class="code" href="struct_yolo_bounding_box.xhtml#ac669fea3ed7b049e3e696f509d71c910">m_W</a> = boxes[y][x][s][2];</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  box.<a class="code" href="struct_yolo_bounding_box.xhtml#a314839b30ea12b6fa351ebf4be5d8221">m_H</a> = boxes[y][x][s][3];</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  detectedObjects.emplace_back(c, box, confidence);</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  }</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  }</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  }</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  }</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> </div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="comment">// Sorts detected objects by confidence.</span></div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  std::sort(detectedObjects.begin(), detectedObjects.end(),</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  [](<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& a, <span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& b)</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  {</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <span class="comment">// Sorts by largest confidence first, then by class.</span></div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keywordflow">return</span> a.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> > b.m_Confidence</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  || (a.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> == b.m_Confidence && a.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> > b.m_Class);</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  });</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> </div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="comment">// Checks the top N detections.</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keyword">auto</span> outputIt = detectedObjects.begin();</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <span class="keyword">auto</span> outputEnd = detectedObjects.end();</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> </div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& expectedDetection : m_TopObjectDetections)</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  {</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="keywordflow">if</span> (outputIt == outputEnd)</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  {</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="comment">// Somehow expected more things to check than detections found by the model.</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keywordflow">return</span> TestCaseResult::Abort;</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  }</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& detectedObject = *outputIt;</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <span class="keywordflow">if</span> (detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> != expectedDetection.m_Class)</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  {</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) << <span class="stringliteral">"Prediction for test case "</span> << this-><a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() <<</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="stringliteral">" is incorrect: Expected ("</span> << expectedDetection.m_Class << <span class="stringliteral">")"</span> <<</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="stringliteral">" but predicted ("</span> << detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  }</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> </div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="keywordflow">if</span> (!<a class="code" href="namespacearmnn_utils.xhtml#a56b0e17341e000fa1d4561890294520c">armnnUtils::within_percentage_tolerance</a>(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#ad89841ac3480fc147a3b4c97343eadfc">m_X</a>, expectedDetection.m_Box.m_X) ||</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  !<a class="code" href="namespacearmnn_utils.xhtml#a56b0e17341e000fa1d4561890294520c">armnnUtils::within_percentage_tolerance</a>(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#a6360e12f495c81e6390fca7c39983676">m_Y</a>, expectedDetection.m_Box.m_Y) ||</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  !<a class="code" href="namespacearmnn_utils.xhtml#a56b0e17341e000fa1d4561890294520c">armnnUtils::within_percentage_tolerance</a>(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#ac669fea3ed7b049e3e696f509d71c910">m_W</a>, expectedDetection.m_Box.m_W) ||</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  !<a class="code" href="namespacearmnn_utils.xhtml#a56b0e17341e000fa1d4561890294520c">armnnUtils::within_percentage_tolerance</a>(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#a314839b30ea12b6fa351ebf4be5d8221">m_H</a>, expectedDetection.m_Box.m_H) ||</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  !<a class="code" href="namespacearmnn_utils.xhtml#a56b0e17341e000fa1d4561890294520c">armnnUtils::within_percentage_tolerance</a>(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a>, expectedDetection.m_Confidence))</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  {</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) << <span class="stringliteral">"Detected bounding box for test case "</span> << this-><a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() <<</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <span class="stringliteral">" is incorrect"</span>;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  }</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> </div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  ++outputIt;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  }</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> </div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  <span class="keywordflow">return</span> TestCaseResult::Ok;</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  }</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> </div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  std::vector<YoloDetectedObject> m_TopObjectDetections;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> };</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> </div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Model></div><div class="line"><a name="l00177"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml"> 177</a></span> <span class="keyword">class </span><a class="code" href="class_yolo_test_case_provider.xhtml">YoloTestCaseProvider</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">IInferenceTestCaseProvider</a></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> {</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> TConstructModelCallable></div><div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a4a2f48e18a4225a16bd42d57c0019b2e"> 181</a></span>  <span class="keyword">explicit</span> <a class="code" href="class_yolo_test_case_provider.xhtml#a4a2f48e18a4225a16bd42d57c0019b2e">YoloTestCaseProvider</a>(TConstructModelCallable constructModel)</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  : m_ConstructModel(constructModel)</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  {</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  }</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> </div><div class="line"><a name="l00186"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#ad54ff0a6f0b45d3f1f7829a7af4b2af5"> 186</a></span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="class_yolo_test_case_provider.xhtml#ad54ff0a6f0b45d3f1f7829a7af4b2af5">AddCommandLineOptions</a>(cxxopts::Options& options, std::vector<std::string>& required)<span class="keyword"> override</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  options</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  .allow_unrecognised_options()</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  .add_options()</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  (<span class="stringliteral">"d,data-dir"</span>, <span class="stringliteral">"Path to directory containing test data"</span>, cxxopts::value<std::string>(m_DataDir));</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span> </div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  Model::AddCommandLineOptions(options, m_ModelCommandLineOptions, required);</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  }</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> </div><div class="line"><a name="l00196"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a3db0a72dcdf01942b66d4537087a931e"> 196</a></span>  <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="class_yolo_test_case_provider.xhtml#a3db0a72dcdf01942b66d4537087a931e">ProcessCommandLineOptions</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>& commonOptions)<span class="keyword"> override</span></div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  <span class="keywordflow">if</span> (!<a class="code" href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">ValidateDirectory</a>(m_DataDir))</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  {</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  }</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> </div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  m_Model = m_ConstructModel(commonOptions, m_ModelCommandLineOptions);</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  <span class="keywordflow">if</span> (!m_Model)</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  {</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  }</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span> </div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  m_Database = std::make_unique<YoloDatabase>(m_DataDir.c_str());</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  <span class="keywordflow">if</span> (!m_Database)</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  {</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  }</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> </div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  }</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span> </div><div class="line"><a name="l00218"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a61a75d35706bb8dd986431ae6aec3440"> 218</a></span>  <span class="keyword">virtual</span> std::unique_ptr<IInferenceTestCase> <a class="code" href="class_yolo_test_case_provider.xhtml#a61a75d35706bb8dd986431ae6aec3440">GetTestCase</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId)<span class="keyword"> override</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  std::unique_ptr<YoloTestCaseData> testCaseData = m_Database->GetTestCaseData(testCaseId);</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keywordflow">if</span> (!testCaseData)</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  {</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  <span class="keywordflow">return</span> <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  }</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> </div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <span class="keywordflow">return</span> std::make_unique<YoloTestCase<Model>>(*m_Model, testCaseId, *testCaseData);</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  }</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span> </div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  <span class="keyword">typename</span> Model::CommandLineOptions m_ModelCommandLineOptions;</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  std::function<std::unique_ptr<Model>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>&,</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <span class="keyword">typename</span> Model::CommandLineOptions)> m_ConstructModel;</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  std::unique_ptr<Model> m_Model;</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> </div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  std::string m_DataDir;</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  std::unique_ptr<YoloDatabase> m_Database;</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> };</div><div class="ttc" id="_yolo_database_8hpp_xhtml_af74f4ad1b33fe68237cb97c9345e9e87"><div class="ttname"><a href="_yolo_database_8hpp.xhtml#af74f4ad1b33fe68237cb97c9345e9e87">YoloImageHeight</a></div><div class="ttdeci">constexpr unsigned int YoloImageHeight</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00051">YoloDatabase.hpp:51</a></div></div>
<div class="ttc" id="class_yolo_test_case_xhtml_a5cbd09fbd9175f9101a7b43bb9c48e68"><div class="ttname"><a href="class_yolo_test_case.xhtml#a5cbd09fbd9175f9101a7b43bb9c48e68">YoloTestCase::ProcessResult</a></div><div class="ttdeci">virtual TestCaseResult ProcessResult(const InferenceTestOptions &options) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00032">YoloInferenceTest.hpp:32</a></div></div>
<div class="ttc" id="_ignore_unused_8hpp_xhtml"><div class="ttname"><a href="_ignore_unused_8hpp.xhtml">IgnoreUnused.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a05b3d6105613d2d14099667a6b8ca67b"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">armnn::test::TestCaseResult</a></div><div class="ttdeci">TestCaseResult</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00071">InferenceTest.hpp:71</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_xhtml"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml">YoloBoundingBox</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00013">YoloDatabase.hpp:13</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_xhtml"><div class="ttname"><a href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00021">YoloDatabase.hpp:21</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_xhtml_a314839b30ea12b6fa351ebf4be5d8221"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#a314839b30ea12b6fa351ebf4be5d8221">YoloBoundingBox::m_H</a></div><div class="ttdeci">float m_H</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00018">YoloDatabase.hpp:18</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_i_inference_test_case_provider_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">armnn::test::IInferenceTestCaseProvider</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00091">InferenceTest.hpp:91</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_ae7a175231eff460f6d32272930049ca2"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">armnn::test::InferenceModelTestCase< Model >::GetOutputs</a></div><div class="ttdeci">const std::vector< TContainer > & GetOutputs() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00140">InferenceTest.hpp:140</a></div></div>
<div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml">armnn::test::InferenceTestOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00057">InferenceTest.hpp:57</a></div></div>
<div class="ttc" id="_floating_point_comparison_8hpp_xhtml"><div class="ttname"><a href="_floating_point_comparison_8hpp.xhtml">FloatingPointComparison.hpp</a></div></div>
<div class="ttc" id="_logging_8hpp_xhtml_a7b6ad073975f437ec38ca7d20154727f"><div class="ttname"><a href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a></div><div class="ttdeci">#define ARMNN_LOG(severity)</div><div class="ttdef"><b>Definition:</b> <a href="_logging_8hpp_source.xhtml#l00202">Logging.hpp:202</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a44affeeb090c3c6a3062830562672e84"><div class="ttname"><a href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a></div><div class="ttdeci">void IgnoreUnused(Ts &&...)</div><div class="ttdef"><b>Definition:</b> <a href="_ignore_unused_8hpp_source.xhtml#l00014">IgnoreUnused.hpp:14</a></div></div>
<div class="ttc" id="_yolo_database_8hpp_xhtml"><div class="ttname"><a href="_yolo_database_8hpp.xhtml">YoloDatabase.hpp</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_xhtml_a16c213c3cb6176f80486425a4b2ab758"><div class="ttname"><a href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">YoloDetectedObject::m_Box</a></div><div class="ttdeci">YoloBoundingBox m_Box</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00032">YoloDatabase.hpp:32</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_xhtml_a6360e12f495c81e6390fca7c39983676"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#a6360e12f495c81e6390fca7c39983676">YoloBoundingBox::m_Y</a></div><div class="ttdeci">float m_Y</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00016">YoloDatabase.hpp:16</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_xhtml_ad89841ac3480fc147a3b4c97343eadfc"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#ad89841ac3480fc147a3b4c97343eadfc">YoloBoundingBox::m_X</a></div><div class="ttdeci">float m_X</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00015">YoloDatabase.hpp:15</a></div></div>
<div class="ttc" id="_inference_test_8hpp_xhtml"><div class="ttname"><a href="_inference_test_8hpp.xhtml">InferenceTest.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_a4ab19ef735b92c4d4f688f0659e5565e"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">armnn::test::InferenceModelTestCase< Model >::GetTestCaseId</a></div><div class="ttdeci">unsigned int GetTestCaseId() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00139">InferenceTest.hpp:139</a></div></div>
<div class="ttc" id="_assert_8hpp_xhtml_a5698be69cbd5dfe6c28fcd9867e8cbed"><div class="ttname"><a href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a></div><div class="ttdeci">#define ARMNN_ASSERT(COND)</div><div class="ttdef"><b>Definition:</b> <a href="_assert_8hpp_source.xhtml#l00014">Assert.hpp:14</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_xhtml_a2eb9b5a8cccfba5e0db706d9d9631375"><div class="ttname"><a href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">YoloDetectedObject::m_Confidence</a></div><div class="ttdeci">float m_Confidence</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00033">YoloDatabase.hpp:33</a></div></div>
<div class="ttc" id="_yolo_inference_test_8hpp_xhtml_a754a9eb5465f7cb3e1de27b4ce10123d"><div class="ttname"><a href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a></div><div class="ttdeci">constexpr size_t YoloOutputSize</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00018">YoloInferenceTest.hpp:18</a></div></div>
<div class="ttc" id="class_yolo_test_case_xhtml_aa09e1baeedec8ca7cb0bc74a29b6c73e"><div class="ttname"><a href="class_yolo_test_case.xhtml#aa09e1baeedec8ca7cb0bc74a29b6c73e">YoloTestCase::YoloTestCase</a></div><div class="ttdeci">YoloTestCase(Model &model, unsigned int testCaseId, YoloTestCaseData &testCaseData)</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00024">YoloInferenceTest.hpp:24</a></div></div>
<div class="ttc" id="class_yolo_test_case_provider_xhtml_ad54ff0a6f0b45d3f1f7829a7af4b2af5"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#ad54ff0a6f0b45d3f1f7829a7af4b2af5">YoloTestCaseProvider::AddCommandLineOptions</a></div><div class="ttdeci">virtual void AddCommandLineOptions(cxxopts::Options &options, std::vector< std::string > &required) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00186">YoloInferenceTest.hpp:186</a></div></div>
<div class="ttc" id="class_yolo_test_case_provider_xhtml_a61a75d35706bb8dd986431ae6aec3440"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#a61a75d35706bb8dd986431ae6aec3440">YoloTestCaseProvider::GetTestCase</a></div><div class="ttdeci">virtual std::unique_ptr< IInferenceTestCase > GetTestCase(unsigned int testCaseId) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00218">YoloInferenceTest.hpp:218</a></div></div>
<div class="ttc" id="class_yolo_test_case_provider_xhtml_a3db0a72dcdf01942b66d4537087a931e"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#a3db0a72dcdf01942b66d4537087a931e">YoloTestCaseProvider::ProcessCommandLineOptions</a></div><div class="ttdeci">virtual bool ProcessCommandLineOptions(const InferenceTestOptions &commonOptions) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00196">YoloInferenceTest.hpp:196</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">armnn::test::InferenceModelTestCase</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00110">InferenceTest.hpp:110</a></div></div>
<div class="ttc" id="class_yolo_test_case_data_xhtml_a8a846d71b79227a5eb6baf5c9bc7d074"><div class="ttname"><a href="class_yolo_test_case_data.xhtml#a8a846d71b79227a5eb6baf5c9bc7d074">YoloTestCaseData::m_InputImage</a></div><div class="ttdeci">std::vector< float > m_InputImage</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00046">YoloDatabase.hpp:46</a></div></div>
<div class="ttc" id="_assert_8hpp_xhtml"><div class="ttname"><a href="_assert_8hpp.xhtml">Assert.hpp</a></div></div>
<div class="ttc" id="class_yolo_test_case_provider_xhtml_a4a2f48e18a4225a16bd42d57c0019b2e"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#a4a2f48e18a4225a16bd42d57c0019b2e">YoloTestCaseProvider::YoloTestCaseProvider</a></div><div class="ttdeci">YoloTestCaseProvider(TConstructModelCallable constructModel)</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00181">YoloInferenceTest.hpp:181</a></div></div>
<div class="ttc" id="class_yolo_test_case_data_xhtml"><div class="ttname"><a href="class_yolo_test_case_data.xhtml">YoloTestCaseData</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00036">YoloDatabase.hpp:36</a></div></div>
<div class="ttc" id="_yolo_database_8hpp_xhtml_a88c3339d57718f167a374ab572610ba8"><div class="ttname"><a href="_yolo_database_8hpp.xhtml#a88c3339d57718f167a374ab572610ba8">YoloImageWidth</a></div><div class="ttdeci">constexpr unsigned int YoloImageWidth</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00050">YoloDatabase.hpp:50</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a8a678fb3a8864e31aeb77f857ae6fc43"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">armnn::test::ValidateDirectory</a></div><div class="ttdeci">bool ValidateDirectory(std::string &dir)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8cpp_source.xhtml#l00087">InferenceTest.cpp:87</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_xhtml_a80722ddbfd9312e7abb6a707df0798f2"><div class="ttname"><a href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">YoloDetectedObject::m_Class</a></div><div class="ttdeci">unsigned int m_Class</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00031">YoloDatabase.hpp:31</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_xhtml_ac669fea3ed7b049e3e696f509d71c910"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#ac669fea3ed7b049e3e696f509d71c910">YoloBoundingBox::m_W</a></div><div class="ttdeci">float m_W</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00017">YoloDatabase.hpp:17</a></div></div>
<div class="ttc" id="namespacearmnn_utils_xhtml_a56b0e17341e000fa1d4561890294520c"><div class="ttname"><a href="namespacearmnn_utils.xhtml#a56b0e17341e000fa1d4561890294520c">armnnUtils::within_percentage_tolerance</a></div><div class="ttdeci">bool within_percentage_tolerance(float a, float b, float tolerancePercent=1.0f)</div><div class="ttdoc">Compare two floats and return true if their values are within a specified tolerance of each other...</div><div class="ttdef"><b>Definition:</b> <a href="_floating_point_comparison_8hpp_source.xhtml#l00020">FloatingPointComparison.hpp:20</a></div></div>
<div class="ttc" id="class_yolo_test_case_provider_xhtml"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml">YoloTestCaseProvider</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00177">YoloInferenceTest.hpp:177</a></div></div>
<div class="ttc" id="class_yolo_test_case_xhtml"><div class="ttname"><a href="class_yolo_test_case.xhtml">YoloTestCase</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00021">YoloInferenceTest.hpp:21</a></div></div>
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