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| <a href="#pub-methods">Public Member Functions</a> | |
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| <div class="title">CPPNonMaximumSuppression Class Reference</div> </div> |
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| |
| <p>CPP Function to perform non maximum suppression on the bounding boxes and scores. |
| <a href="classarm__compute_1_1_c_p_p_non_maximum_suppression.xhtml#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="_c_p_p_non_maximum_suppression_8h_source.xhtml">CPPNonMaximumSuppression.h</a>></code></p> |
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| Collaboration diagram for CPPNonMaximumSuppression:</div> |
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| <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:ad8387a0ef4a1e0f7382c06146857e4be"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_p_p_non_maximum_suppression.xhtml#ad8387a0ef4a1e0f7382c06146857e4be">configure</a> (const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *bboxes, const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *scores, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *indices, unsigned int max_output_size, const float score_threshold, const float nms_threshold)</td></tr> |
| <tr class="memdesc:ad8387a0ef4a1e0f7382c06146857e4be"><td class="mdescLeft"> </td><td class="mdescRight">Configure the function to perform non maximal suppression. <a href="#ad8387a0ef4a1e0f7382c06146857e4be">More...</a><br /></td></tr> |
| <tr class="separator:ad8387a0ef4a1e0f7382c06146857e4be"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="inherit_header pub_methods_classarm__compute_1_1_i_c_p_p_simple_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_c_p_p_simple_function')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_c_p_p_simple_function.xhtml">ICPPSimpleFunction</a></td></tr> |
| <tr class="memitem:ada886ec2803a540b58b5b9a3635c71c3 inherit pub_methods_classarm__compute_1_1_i_c_p_p_simple_function"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_p_p_simple_function.xhtml#ada886ec2803a540b58b5b9a3635c71c3">ICPPSimpleFunction</a> ()</td></tr> |
| <tr class="memdesc:ada886ec2803a540b58b5b9a3635c71c3 inherit pub_methods_classarm__compute_1_1_i_c_p_p_simple_function"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <a href="classarm__compute_1_1_i_c_p_p_simple_function.xhtml#ada886ec2803a540b58b5b9a3635c71c3">More...</a><br /></td></tr> |
| <tr class="separator:ada886ec2803a540b58b5b9a3635c71c3 inherit pub_methods_classarm__compute_1_1_i_c_p_p_simple_function"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a92fe532c342ae2b07956a65520c05362 inherit pub_methods_classarm__compute_1_1_i_c_p_p_simple_function"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_p_p_simple_function.xhtml#a92fe532c342ae2b07956a65520c05362">run</a> () override final</td></tr> |
| <tr class="memdesc:a92fe532c342ae2b07956a65520c05362 inherit pub_methods_classarm__compute_1_1_i_c_p_p_simple_function"><td class="mdescLeft"> </td><td class="mdescRight">Run the kernels contained in the function. <a href="classarm__compute_1_1_i_c_p_p_simple_function.xhtml#a92fe532c342ae2b07956a65520c05362">More...</a><br /></td></tr> |
| <tr class="separator:a92fe532c342ae2b07956a65520c05362 inherit pub_methods_classarm__compute_1_1_i_c_p_p_simple_function"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="inherit_header pub_methods_classarm__compute_1_1_i_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_function')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a></td></tr> |
| <tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">~IFunction</a> ()=default</td></tr> |
| <tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft"> </td><td class="mdescRight">Destructor. <a href="classarm__compute_1_1_i_function.xhtml#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br /></td></tr> |
| <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26">prepare</a> ()</td></tr> |
| <tr class="memdesc:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft"> </td><td class="mdescRight">Prepare the function for executing. <a href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26">More...</a><br /></td></tr> |
| <tr class="separator:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-methods"></a> |
| Static Public Member Functions</h2></td></tr> |
| <tr class="memitem:ac36104d178e32cb6e30af07e69d978d4"><td class="memItemLeft" align="right" valign="top">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_p_p_non_maximum_suppression.xhtml#ac36104d178e32cb6e30af07e69d978d4">validate</a> (const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *bboxes, const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *scores, const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *indices, unsigned int max_output_size, const float score_threshold, const float nms_threshold)</td></tr> |
| <tr class="memdesc:ac36104d178e32cb6e30af07e69d978d4"><td class="mdescLeft"> </td><td class="mdescRight">Static function to check if given arguments will lead to a valid configuration of <a class="el" href="classarm__compute_1_1_c_p_p_non_maximum_suppression.xhtml">CPPNonMaximumSuppression</a>. <a href="#ac36104d178e32cb6e30af07e69d978d4">More...</a><br /></td></tr> |
| <tr class="separator:ac36104d178e32cb6e30af07e69d978d4"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>CPP Function to perform non maximum suppression on the bounding boxes and scores. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_c_p_p_non_maximum_suppression_8h_source.xhtml#l00038">38</a> of file <a class="el" href="_c_p_p_non_maximum_suppression_8h_source.xhtml">CPPNonMaximumSuppression.h</a>.</p> |
| </div><h2 class="groupheader">Member Function Documentation</h2> |
| <a id="ad8387a0ef4a1e0f7382c06146857e4be"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ad8387a0ef4a1e0f7382c06146857e4be">◆ </a></span>configure()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void configure </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> * </td> |
| <td class="paramname"><em>bboxes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> * </td> |
| <td class="paramname"><em>scores</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> * </td> |
| <td class="paramname"><em>indices</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">unsigned int </td> |
| <td class="paramname"><em>max_output_size</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const float </td> |
| <td class="paramname"><em>score_threshold</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const float </td> |
| <td class="paramname"><em>nms_threshold</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Configure the function to perform non maximal suppression. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">bboxes</td><td>The input bounding boxes. Data types supported: F32. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">scores</td><td>The corresponding input confidence. Same as <code>bboxes</code>. </td></tr> |
| <tr><td class="paramdir">[out]</td><td class="paramname">indices</td><td>The kept indices of bboxes after nms. Data types supported: S32. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">max_output_size</td><td>An integer tensor representing the maximum number of boxes to be selected by non max suppression. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">score_threshold</td><td>The threshold used to filter detection results. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">nms_threshold</td><td>The threshold used in non maximum suppression. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p class="definition">Definition at line <a class="el" href="_c_p_p_non_maximum_suppression_8cpp_source.xhtml#l00031">31</a> of file <a class="el" href="_c_p_p_non_maximum_suppression_8cpp_source.xhtml">CPPNonMaximumSuppression.cpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> {</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="keyword">auto</span> k = arm_compute::support::cpp14::make_unique<CPPNonMaximumSuppressionKernel>();</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  k->configure(bboxes, scores, indices, max_output_size, score_threshold, nms_threshold);</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  _kernel = std::move(k);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> }</div></div><!-- fragment --> |
| <p class="reference">Referenced by <a class="el" href="_c_p_p_detection_post_process_layer_8cpp_source.xhtml#l00191">CPPDetectionPostProcessLayer::configure()</a>.</p> |
| |
| </div> |
| </div> |
| <a id="ac36104d178e32cb6e30af07e69d978d4"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ac36104d178e32cb6e30af07e69d978d4">◆ </a></span>validate()</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="classarm__compute_1_1_status.xhtml">Status</a> validate </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td> |
| <td class="paramname"><em>bboxes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td> |
| <td class="paramname"><em>scores</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td> |
| <td class="paramname"><em>indices</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">unsigned int </td> |
| <td class="paramname"><em>max_output_size</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const float </td> |
| <td class="paramname"><em>score_threshold</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const float </td> |
| <td class="paramname"><em>nms_threshold</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">static</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Static function to check if given arguments will lead to a valid configuration of <a class="el" href="classarm__compute_1_1_c_p_p_non_maximum_suppression.xhtml">CPPNonMaximumSuppression</a>. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">bboxes</td><td>The input bounding boxes tensor info. Data types supported: F32. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">scores</td><td>The corresponding input confidence tensor info. Same as <code>bboxes</code>. </td></tr> |
| <tr><td class="paramdir">[out]</td><td class="paramname">indices</td><td>The kept indices of bboxes after nms tensor info. Data types supported: S32. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">max_output_size</td><td>An integer tensor representing the maximum number of boxes to be selected by non max suppression. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">score_threshold</td><td>The threshold used to filter detection results. </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">nms_threshold</td><td>The threshold used in non maximum suppression. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p class="definition">Definition at line <a class="el" href="_c_p_p_non_maximum_suppression_8cpp_source.xhtml#l00040">40</a> of file <a class="el" href="_c_p_p_non_maximum_suppression_8cpp_source.xhtml">CPPNonMaximumSuppression.cpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> {</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1_c_p_p_non_maximum_suppression_kernel.xhtml#a0848a2a60607f0bcf7924934559bea10">CPPNonMaximumSuppressionKernel::validate</a>(bboxes, scores, indices, max_output_size, score_threshold, nms_threshold);</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> }</div><div class="ttc" id="classarm__compute_1_1_c_p_p_non_maximum_suppression_kernel_xhtml_a0848a2a60607f0bcf7924934559bea10"><div class="ttname"><a href="classarm__compute_1_1_c_p_p_non_maximum_suppression_kernel.xhtml#a0848a2a60607f0bcf7924934559bea10">arm_compute::CPPNonMaximumSuppressionKernel::validate</a></div><div class="ttdeci">static Status validate(const ITensorInfo *input_bboxes, const ITensorInfo *input_scores, const ITensorInfo *output_indices, unsigned int max_output_size, const float score_threshold, const float iou_threshold)</div><div class="ttdoc">Static function to check if given arguments will lead to a valid configuration of CPPNonMaximumSuppre...</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_non_maximum_suppression_kernel_8cpp_source.xhtml#l00084">CPPNonMaximumSuppressionKernel.cpp:84</a></div></div> |
| </div><!-- fragment --> |
| <p class="reference">References <a class="el" href="_c_p_p_non_maximum_suppression_kernel_8cpp_source.xhtml#l00084">CPPNonMaximumSuppressionKernel::validate()</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_c_p_p_detection_post_process_layer_8cpp_source.xhtml#l00241">CPPDetectionPostProcessLayer::validate()</a>.</p> |
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| <hr/>The documentation for this class was generated from the following files:<ul> |
| <li>arm_compute/runtime/CPP/functions/<a class="el" href="_c_p_p_non_maximum_suppression_8h_source.xhtml">CPPNonMaximumSuppression.h</a></li> |
| <li>src/runtime/CPP/functions/<a class="el" href="_c_p_p_non_maximum_suppression_8cpp_source.xhtml">CPPNonMaximumSuppression.cpp</a></li> |
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