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| <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>The ObjectDetector class helps to run ObjectDetection tasks where the goal |
| is to find bounding boxes and corresponding labels for objects in a image. |
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| <a id="<init>(modelPathPrefix:String,inputDescriptors:Iterable[org.apache.mxnet.javaapi.DataDesc],contexts:Iterable[org.apache.mxnet.javaapi.Context],epoch:Int):org.apache.mxnet.infer.javaapi.ObjectDetector"></a> |
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| <span class="name">ObjectDetector</span><span class="params">(<span name="modelPathPrefix">modelPathPrefix: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="inputDescriptors">inputDescriptors: <span class="extype" name="java.lang.Iterable">Iterable</span>[<a href="../../javaapi/DataDesc.html" class="extype" name="org.apache.mxnet.javaapi.DataDesc">javaapi.DataDesc</a>]</span>, <span name="contexts">contexts: <span class="extype" name="java.lang.Iterable">Iterable</span>[<a href="../../javaapi/Context.html" class="extype" name="org.apache.mxnet.javaapi.Context">javaapi.Context</a>]</span>, <span name="epoch">epoch: <span class="extype" name="scala.Int">Int</span></span>)</span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">modelPathPrefix</dt><dd class="cmt"><p>Path prefix from where to load the model artifacts. |
| These include the symbol, parameters, and synset.txt. |
| Example: file://model-dir/ssd_resnet50_512 (containing |
| ssd_resnet50_512-symbol.json, ssd_resnet50_512-0000.params, |
| and synset.txt)</p></dd><dt class="param">inputDescriptors</dt><dd class="cmt"><p>Descriptors defining the input node names, shape, |
| layout and type parameters</p></dd><dt class="param">contexts</dt><dd class="cmt"><p>Device contexts on which you want to run inference. |
| Defaults to CPU.</p></dd><dt class="param">epoch</dt><dd class="cmt"><p>Model epoch to load; defaults to 0</p></dd></dl></div> |
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| </span>)</span> |
| |
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| <a id="convert[B,A](l:IndexedSeq[A])(implicitevidence$1:A=>B):IndexedSeq[B]"></a> |
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| <span class="symbol"> |
| <span class="name">convert</span><span class="tparams">[<span name="B">B</span>, <span name="A">A</span>]</span><span class="params">(<span name="l">l: <span class="extype" name="scala.IndexedSeq">IndexedSeq</span>[<span class="extype" name="org.apache.mxnet.infer.javaapi.ObjectDetector.convert.A">A</span>]</span>)</span><span class="params">(<span class="implicit">implicit </span><span name="arg0">arg0: (<span class="extype" name="org.apache.mxnet.infer.javaapi.ObjectDetector.convert.A">A</span>) ⇒ <span class="extype" name="org.apache.mxnet.infer.javaapi.ObjectDetector.convert.B">B</span></span>)</span><span class="result">: <span class="extype" name="scala.IndexedSeq">IndexedSeq</span>[<span class="extype" name="org.apache.mxnet.infer.javaapi.ObjectDetector.convert.B">B</span>]</span> |
| </span> |
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| <p class="shortcomment cmt">Helper to map an implicit conversion</p><div class="fullcomment"><div class="comment cmt"><p>Helper to map an implicit conversion</p></div><dl class="paramcmts block"><dt class="tparam">B</dt><dd class="cmt"><p>The desired type</p></dd><dt class="tparam">A</dt><dd class="cmt"><p>The input type</p></dd><dt class="param">l</dt><dd class="cmt"><p>The value to convert</p></dd><dt>returns</dt><dd class="cmt"><p>The converted result</p></dd></dl></div> |
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| <span class="name">eq</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span> |
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| <a id="getClass():Class[_]"></a> |
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| <a id="imageBatchObjectDetect(inputBatch:Iterable[java.awt.image.BufferedImage],topK:Int):java.util.List[java.util.List[org.apache.mxnet.infer.javaapi.ObjectDetectorOutput]]"></a> |
| <a id="imageBatchObjectDetect(Iterable[BufferedImage],Int):List[List[ObjectDetectorOutput]]"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">imageBatchObjectDetect</span><span class="params">(<span name="inputBatch">inputBatch: <span class="extype" name="java.lang.Iterable">Iterable</span>[<span class="extype" name="java.awt.image.BufferedImage">BufferedImage</span>]</span>, <span name="topK">topK: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="java.util.List">List</span>[<span class="extype" name="java.util.List">List</span>[<a href="ObjectDetectorOutput.html" class="extype" name="org.apache.mxnet.infer.javaapi.ObjectDetectorOutput">ObjectDetectorOutput</a>]]</span> |
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| <p class="shortcomment cmt">To classify batch of input images according to the provided model |
| </p><div class="fullcomment"><div class="comment cmt"><p>To classify batch of input images according to the provided model |
| </p></div><dl class="paramcmts block"><dt class="param">inputBatch</dt><dd class="cmt"><p>Input array of buffered images</p></dd><dt class="param">topK</dt><dd class="cmt"><p>Number of result elements to return, sorted by probability</p></dd><dt>returns</dt><dd class="cmt"><p>List of list of tuples of (class, probability)</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.infer.javaapi.ObjectDetector#imageObjectDetect" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="imageObjectDetect(inputImage:java.awt.image.BufferedImage,topK:Int):java.util.List[java.util.List[org.apache.mxnet.infer.javaapi.ObjectDetectorOutput]]"></a> |
| <a id="imageObjectDetect(BufferedImage,Int):List[List[ObjectDetectorOutput]]"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">imageObjectDetect</span><span class="params">(<span name="inputImage">inputImage: <span class="extype" name="java.awt.image.BufferedImage">BufferedImage</span></span>, <span name="topK">topK: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="java.util.List">List</span>[<span class="extype" name="java.util.List">List</span>[<a href="ObjectDetectorOutput.html" class="extype" name="org.apache.mxnet.infer.javaapi.ObjectDetectorOutput">ObjectDetectorOutput</a>]]</span> |
| </span> |
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| <p class="shortcomment cmt">Detects objects and returns bounding boxes with corresponding class/label |
| </p><div class="fullcomment"><div class="comment cmt"><p>Detects objects and returns bounding boxes with corresponding class/label |
| </p></div><dl class="paramcmts block"><dt class="param">inputImage</dt><dd class="cmt"><p>Path prefix of the input image</p></dd><dt class="param">topK</dt><dd class="cmt"><p>Number of result elements to return, sorted by probability</p></dd><dt>returns</dt><dd class="cmt"><p>List of list of tuples of |
| (class, [probability, xmin, ymin, xmax, ymax])</p></dd></dl></div> |
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| </li><li name="org.apache.mxnet.infer.javaapi.ObjectDetector#objDetector" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped"> |
| <a id="objDetector:org.apache.mxnet.infer.ObjectDetector"></a> |
| <a id="objDetector:infer.ObjectDetector"></a> |
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| <span class="name">objDetector</span><span class="result">: <span class="extype" name="org.apache.mxnet.infer.ObjectDetector">infer.ObjectDetector</span></span> |
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| <p class="shortcomment cmt">A source Scala Object detector</p> |
| </li><li name="org.apache.mxnet.infer.javaapi.ObjectDetector#objectDetectWithNDArray" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
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| <span class="symbol"> |
| <span class="name">objectDetectWithNDArray</span><span class="params">(<span name="input">input: <span class="extype" name="java.lang.Iterable">Iterable</span>[<a href="../../javaapi/NDArray.html" class="extype" name="org.apache.mxnet.javaapi.NDArray">javaapi.NDArray</a>]</span>, <span name="topK">topK: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="java.util.List">List</span>[<span class="extype" name="java.util.List">List</span>[<a href="ObjectDetectorOutput.html" class="extype" name="org.apache.mxnet.infer.javaapi.ObjectDetectorOutput">ObjectDetectorOutput</a>]]</span> |
| </span> |
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| <p class="shortcomment cmt">Takes input images as NDArrays.</p><div class="fullcomment"><div class="comment cmt"><p>Takes input images as NDArrays. Useful when you want to perform multiple operations on |
| the input array, or when you want to pass a batch of input images. |
| </p></div><dl class="paramcmts block"><dt class="param">input</dt><dd class="cmt"><p>Indexed Sequence of NDArrays</p></dd><dt class="param">topK</dt><dd class="cmt"><p>(Optional) How many top_k (sorting will be based on the last axis) |
| elements to return. If not passed, returns all unsorted output.</p></dd><dt>returns</dt><dd class="cmt"><p>List of list of tuples of |
| (class, [probability, xmin, ymin, xmax, ymax])</p></dd></dl></div> |
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