{"@attributes":{"version":"2.0"},"channel":{"title":"Documentation \u2013 Object detection","link":"https:\/\/docs.aspose.cloud\/imaging\/object-detection\/","description":"Recent content in Object detection on Documentation","generator":"Hugo -- gohugo.io","item":[{"title":"Developer-Guide: Detects object and get result as json object","link":"https:\/\/docs.aspose.cloud\/imaging\/detects-object-and-get-result-as-json-object\/","pubDate":"Mon, 01 Jan 0001 00:00:00 +0000","guid":"https:\/\/docs.aspose.cloud\/imaging\/detects-object-and-get-result-as-json-object\/","description":"\n        \n        \n        <h2 id=\"introduction\"><strong>Introduction<\/strong><\/h2>\n<p>This article explains how to detect objects in an existing image.<\/p>\n<p>The\u00a0<strong>bounds<\/strong>\u00a0method parameters :<\/p>\n<ul>\n<li>name\u00a0(string, required): image name. Currently, 3 image formats are supported: bmp, jpeg, and jpeg2000<\/li>\n<li>method\u00a0(string, optional, [&ldquo;ssd&rdquo;], default &ldquo;ssd&rdquo;): object detection method<\/li>\n<li>threshold\u00a0(number, optional, [0 - 100], default 50): minimum objects' probability in percents that will be included in the result<\/li>\n<li>includeLabel (boolean, optional, default false): whether to include detected object labels in the response<\/li>\n<li>includeScore\u00a0(boolean, optional, default false): whether to include detected object probabilities in the response<\/li>\n<li>folder\u00a0(string, optional): folder<\/li>\n<li>storage\u00a0(string, optional): storage<\/li>\n<\/ul>\n<p>You can detect objects an image using one of the following two APIs:<\/p>\n<ul>\n<li><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/RotateFlip\/RotateFlipImage\">GET \/imaging\/ai\/{name}\/<\/a><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/ObjectDetection\/GetVisualObjectBounds\">bounds<\/a><\/li>\n<li><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/RotateFlip\/CreateRotateFlippedImage\">POST \/imaging\/ai\/<\/a><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/ObjectDetection\/GetVisualObjectBounds\">bounds<\/a><\/li>\n<\/ul>\n<p>The first API expects you to first upload an image to Cloud Storage then pass its name in the API URL. After the object detection, the API returns the\u00a0result as a json object in the response.\u00a0<\/p>\n<p>On the other hand, with the second API, you can directly pass the image in the request body. It also lets you\u00a0save the loaded image on the Cloud Storage by specifying the\u00a0<strong>outPath<\/strong>\u00a0parameter value. The response contains the\u00a0result as a json object.<\/p>\n<h2 id=\"resource-uri\"><strong>Resource URI<\/strong><\/h2>\n<p><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/RotateFlip\">Aspose.Imaging Cloud APIs Swagger UI<\/a>\u00a0lets you call REST APIs directly from the browser. The description of the API and its parameters are also given there.<\/p>\n<h2 id=\"curl-example\"><strong>cURL Example<\/strong><\/h2>\n<ul>\n<li><strong>With Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-1\" id=\"tabs-1-1\" checked=\"checked\" \/>\n      <label for=\"tabs-1-1\">Request<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"c1\">\/\/ First get JSON Web Token\n<\/span><span class=\"c1\"><\/span>\n<span class=\"c1\">\/\/ Get App Key and App SID from https:\/\/dashboard.aspose.cloud\/\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/connect\/token&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">POST<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">d<\/span> <span class=\"err\">&#39;<\/span><span class=\"n\">grant_type<\/span><span class=\"o\">=<\/span><span class=\"n\">client_credentials<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_id<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_secret<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"err\">&#39;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/x-www-form-urlencoded&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: application\/json&#34;<\/span>\n\n<span class=\"c1\">\/\/ cURL example to detect objects an existing image\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/v3\/imaging\/ai\/object_detection_image.jpg\/bounds?method=ssd&amp;threshold=50&amp;includeLabel=true&amp;includeScore=true&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">GET<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/json&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: multipart\/form-data&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Authorization: Bearer &lt;jwt token&gt;&#34;<\/span> <span class=\"err\">\\<\/span>\n<\/code><\/pre><\/div><\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-1\" id=\"tabs-1-2\"  \/>\n      <label for=\"tabs-1-2\">Response<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"o\">{<\/span>\n\n   <span class=\"s\">&#34;detectedObjects&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">[<\/span>\n\n       <span class=\"o\">{<\/span>\n\n           <span class=\"s\">&#34;score&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">0<\/span><span class=\"o\">.<\/span><span class=\"na\">599537253<\/span><span class=\"o\">,<\/span>\n\n           <span class=\"s\">&#34;label&#34;<\/span><span class=\"o\">:<\/span> <span class=\"s\">&#34;dog&#34;<\/span><span class=\"o\">,<\/span>\n\n           <span class=\"s\">&#34;bounds&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">{<\/span>\n\n               <span class=\"s\">&#34;x&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">33<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;y&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">-<\/span><span class=\"n\">1<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;width&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">510<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;height&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">352<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span>\n\n           <span class=\"o\">}<\/span>\n\n       <span class=\"o\">},<\/span>\n\n       <span class=\"o\">{<\/span>\n\n           <span class=\"s\">&#34;score&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">0<\/span><span class=\"o\">.<\/span><span class=\"na\">66614604<\/span><span class=\"o\">,<\/span>\n\n            <span class=\"s\">&#34;label&#34;<\/span><span class=\"o\">:<\/span> <span class=\"s\">&#34;cat&#34;<\/span><span class=\"o\">,<\/span>\n\n           <span class=\"s\">&#34;bounds&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">{<\/span>\n\n               <span class=\"s\">&#34;x&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">37<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;y&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">3<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;width&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">493<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;height&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">344<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span>\n\n           <span class=\"o\">}<\/span>\n\n       <span class=\"o\">}<\/span>\n\n   <span class=\"o\">]<\/span>\n\n<span class=\"o\">}<\/span>\n\n<\/code><\/pre><\/div><\/div><\/div>\n<\/nav>\n\n<ul>\n<li><strong>Without Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-4\" id=\"tabs-4-1\" checked=\"checked\" \/>\n      <label for=\"tabs-4-1\">Request<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"c1\">\/\/ First get JSON Web Token\n<\/span><span class=\"c1\"><\/span>\n<span class=\"c1\">\/\/ Get App Key and App SID from https:\/\/dashboard.aspose.cloud\/\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/connect\/token&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">POST<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">d<\/span> <span class=\"err\">&#39;<\/span><span class=\"n\">grant_type<\/span><span class=\"o\">=<\/span><span class=\"n\">client_credentials<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_id<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_secret<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"err\">&#39;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/x-www-form-urlencoded&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: application\/json&#34;<\/span>\n\n<span class=\"c1\">\/\/ cURL example to detect objects an existing image\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/v3\/imaging\/ai\/bounds?method=ssd&amp;threshold=50&amp;includeLabel=true&amp;includeScore=true&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">POST<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">T<\/span> <span class=\"n\">object_detection_image<\/span><span class=\"o\">.<\/span><span class=\"na\">jpg<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/json&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: multipart\/form-data&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Authorization: Bearer &lt;jwt token&gt;&#34;<\/span> <span class=\"err\">\\<\/span>\n<\/code><\/pre><\/div><\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-4\" id=\"tabs-4-2\"  \/>\n      <label for=\"tabs-4-2\">Response<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"o\">{<\/span>\n\n   <span class=\"s\">&#34;detectedObjects&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">[<\/span>\n\n       <span class=\"o\">{<\/span>\n\n           <span class=\"s\">&#34;score&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">0<\/span><span class=\"o\">.<\/span><span class=\"na\">599537253<\/span><span class=\"o\">,<\/span>\n\n           <span class=\"s\">&#34;label&#34;<\/span><span class=\"o\">:<\/span> <span class=\"s\">&#34;dog&#34;<\/span><span class=\"o\">,<\/span>\n\n           <span class=\"s\">&#34;bounds&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">{<\/span>\n\n               <span class=\"s\">&#34;x&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">33<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;y&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">-<\/span><span class=\"n\">1<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;width&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">510<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;height&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">352<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span>\n\n           <span class=\"o\">}<\/span>\n\n       <span class=\"o\">},<\/span>\n\n       <span class=\"o\">{<\/span>\n\n           <span class=\"s\">&#34;score&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">0<\/span><span class=\"o\">.<\/span><span class=\"na\">66614604<\/span><span class=\"o\">,<\/span>\n\n            <span class=\"s\">&#34;label&#34;<\/span><span class=\"o\">:<\/span> <span class=\"s\">&#34;cat&#34;<\/span><span class=\"o\">,<\/span>\n\n           <span class=\"s\">&#34;bounds&#34;<\/span><span class=\"o\">:<\/span> <span class=\"o\">{<\/span>\n\n               <span class=\"s\">&#34;x&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">37<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;y&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">3<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;width&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">493<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span><span class=\"o\">,<\/span>\n\n               <span class=\"s\">&#34;height&#34;<\/span><span class=\"o\">:<\/span> <span class=\"n\">344<\/span><span class=\"o\">.<\/span><span class=\"na\">0<\/span>\n\n           <span class=\"o\">}<\/span>\n\n       <span class=\"o\">}<\/span>\n\n   <span class=\"o\">]<\/span>\n\n<span class=\"o\">}<\/span>\n\n<\/code><\/pre><\/div><\/div><\/div>\n<\/nav>\n\n<h2 id=\"sdks\"><strong>SDKs<\/strong><\/h2>\n<p>Using an SDK (API client) is the quickest way for a developer to speed up the development. An SDK takes care of a lot of low-level details of making requests and handling responses and lets you focus on writing code specific to your particular project. Check out our\u00a0<a href=\"https:\/\/github.com\/aspose-imaging-cloud\">GitHub repository<\/a>\u00a0for a complete list of Aspose.Imaging Cloud SDKs along with\u00a0working examples, to get you\u00a0started in no time. Please check\u00a0<a href=\"https:\/\/docs.aspose.cloud\/imaging\/available-sdks\/\">Available SDKs<\/a>\u00a0article to learn how to add an SDK to your project.<\/p>\n<h2 id=\"sdk-examples\"><strong>SDK Examples<\/strong><\/h2>\n<ul>\n<li><strong>With Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-7\" id=\"tabs-7-1\" checked=\"checked\" \/>\n      <label for=\"tabs-7-1\">.NET<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/d446e6b63987c39e5a69b0ad49ec303a.js?file=BoundsAnImageInCloud.cs\"><\/script>\n<\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-7\" id=\"tabs-7-2\"  \/>\n      <label for=\"tabs-7-2\">Java<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/097cdd41e676a6134558af4b61d9d5bc.js?file=BoundsAnImageInCloud.java\"><\/script>\n<\/div><\/div>\n<\/nav>\n\n<ul>\n<li><strong>Without Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-8\" id=\"tabs-8-1\" checked=\"checked\" \/>\n      <label for=\"tabs-8-1\">.NET<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/d446e6b63987c39e5a69b0ad49ec303a.js?file=BoundsAnImageInRequestBody.cs\"><\/script>\n<\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-8\" id=\"tabs-8-2\"  \/>\n      <label for=\"tabs-8-2\">Java<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/097cdd41e676a6134558af4b61d9d5bc.js?file=BoundsAnImageInRequestBody.java\"><\/script>\n<\/div><\/div>\n<\/nav>\n\n\n      "},{"title":"Developer-Guide: Detects objects and draw it on the image","link":"https:\/\/docs.aspose.cloud\/imaging\/detects-objects-and-draw-it-on-the-image\/","pubDate":"Mon, 01 Jan 0001 00:00:00 +0000","guid":"https:\/\/docs.aspose.cloud\/imaging\/detects-objects-and-draw-it-on-the-image\/","description":"\n        \n        \n        <h2 id=\"introduction\"><strong>Introduction<\/strong><\/h2>\n<p>This article explains how to detect objects and show them an existing image.<\/p>\n<p>The <strong>visualbounds<\/strong>\u00a0method parameters :<\/p>\n<ul>\n<li>name\u00a0(string, required): image name. Currently, 3 image formats are supported: bmp, jpeg, and jpeg2000<\/li>\n<li>method\u00a0(string, optional, [&ldquo;ssd&rdquo;], default &ldquo;ssd&rdquo;): object detection method<\/li>\n<li>threshold\u00a0(number, optional, [0 - 100], default 50): minimum objects' probability in percents that will be included in the result<\/li>\n<li>includeLabel (boolean, optional, default false): whether to include detected object labels in the response<\/li>\n<li>includeScore\u00a0(boolean, optional, default false): whether to include detected object probabilities in the response<\/li>\n<li>color (string, optional): custom color of the detected object bounds and info. If equals to null, objects of different labels have bounds of different colors<\/li>\n<li>folder\u00a0(string, optional): folder<\/li>\n<li>storage\u00a0(string, optional): storage<\/li>\n<\/ul>\n<p>You can detect objects an image using one of the following two APIs:<\/p>\n<ul>\n<li><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/RotateFlip\/RotateFlipImage\">GET \/imaging\/ai\/{name}\/<\/a><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/ObjectDetection\/GetVisualObjectBounds\">visualbounds<\/a><\/li>\n<li><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/RotateFlip\/CreateRotateFlippedImage\">POST \/imaging\/ai\/<\/a><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/ObjectDetection\/GetVisualObjectBounds\">visualbounds<\/a><\/li>\n<\/ul>\n<p>The first API expects you to first upload an image to Cloud Storage then pass its name in the API URL. After the object detection, the API returns the resulting image in the response. If you would like to save the resulting image on the Cloud Storage, you explicitly need to do this as shown in the below examples.<\/p>\n<p>On the other hand, with the second API, you can directly pass the image in the request body. It also lets you\u00a0save the resulting image on the Cloud Storage by specifying the\u00a0<strong>outPath<\/strong>\u00a0parameter value. However,\u00a0if you do not specify the value, the response contains a streamed image.<\/p>\n<h2 id=\"resource-uri\"><strong>Resource URI<\/strong><\/h2>\n<p><a href=\"https:\/\/apireference.aspose.cloud\/imaging\/#\/RotateFlip\">Aspose.Imaging Cloud APIs Swagger UI<\/a>\u00a0lets you call REST APIs directly from the browser. The description of the API and its parameters are also given there.<\/p>\n<h2 id=\"curl-example\"><strong>cURL Example<\/strong><\/h2>\n<ul>\n<li><strong>With Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-1\" id=\"tabs-1-1\" checked=\"checked\" \/>\n      <label for=\"tabs-1-1\">Request<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"c1\">\/\/ First get JSON Web Token\n<\/span><span class=\"c1\"><\/span>\n<span class=\"c1\">\/\/ Get App Key and App SID from https:\/\/dashboard.aspose.cloud\/\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/connect\/token&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">POST<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">d<\/span> <span class=\"err\">&#39;<\/span><span class=\"n\">grant_type<\/span><span class=\"o\">=<\/span><span class=\"n\">client_credentials<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_id<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_secret<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"err\">&#39;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/x-www-form-urlencoded&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: application\/json&#34;<\/span>\n\n<span class=\"c1\">\/\/ cURL example to detect objects an existing image\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/v3\/imaging\/ai\/object_detection_image.jpg\/visualbounds?method=ssd&amp;threshold=50&amp;includeLabel=true&amp;includeScore=true&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">GET<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/json&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: multipart\/form-data&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Authorization: Bearer &lt;jwt token&gt;&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">o<\/span> <span class=\"n\">object_detection_image_out<\/span><span class=\"o\">.<\/span><span class=\"na\">jpg<\/span>\n\n<\/code><\/pre><\/div><\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-1\" id=\"tabs-1-2\"  \/>\n      <label for=\"tabs-1-2\">Response<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"o\">{<\/span><span class=\"n\">image<\/span><span class=\"o\">-<\/span><span class=\"n\">data<\/span><span class=\"o\">}<\/span>\n\n<\/code><\/pre><\/div><\/div><\/div>\n<\/nav>\n\n<ul>\n<li><strong>Without Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-4\" id=\"tabs-4-1\" checked=\"checked\" \/>\n      <label for=\"tabs-4-1\">Request<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"c1\">\/\/ First get JSON Web Token\n<\/span><span class=\"c1\"><\/span>\n<span class=\"c1\">\/\/ Get App Key and App SID from https:\/\/dashboard.aspose.cloud\/\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/connect\/token&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">POST<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">d<\/span> <span class=\"err\">&#39;<\/span><span class=\"n\">grant_type<\/span><span class=\"o\">=<\/span><span class=\"n\">client_credentials<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_id<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"o\">&amp;<\/span><span class=\"n\">client_secret<\/span><span class=\"o\">=<\/span><span class=\"n\">xxxx<\/span><span class=\"err\">&#39;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/x-www-form-urlencoded&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: application\/json&#34;<\/span>\n\n<span class=\"c1\">\/\/ cURL example to detect objects an existing image\n<\/span><span class=\"c1\"><\/span>\n<span class=\"n\">curl<\/span> <span class=\"o\">-<\/span><span class=\"n\">v<\/span> <span class=\"s\">&#34;https:\/\/api.aspose.cloud\/v3\/imaging\/ai\/visualbounds?method=ssd&amp;threshold=50&amp;includeLabel=true&amp;includeScore=true&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">X<\/span> <span class=\"n\">POST<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">T<\/span> <span class=\"n\">object_detection_image<\/span><span class=\"o\">.<\/span><span class=\"na\">jpg<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Content-Type: application\/json&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Accept: multipart\/form-data&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">H<\/span> <span class=\"s\">&#34;Authorization: Bearer &lt;jwt token&gt;&#34;<\/span> <span class=\"err\">\\<\/span>\n<span class=\"o\">-<\/span><span class=\"n\">o<\/span> <span class=\"n\">object_detection_image_out<\/span><span class=\"o\">.<\/span><span class=\"na\">jpg<\/span>\n\n<\/code><\/pre><\/div><\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-4\" id=\"tabs-4-2\"  \/>\n      <label for=\"tabs-4-2\">Response<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><div class=\"highlight\"><pre class=\"chroma\"><code class=\"language-java\" data-lang=\"java\">\n<span class=\"o\">{<\/span><span class=\"n\">image<\/span><span class=\"o\">-<\/span><span class=\"n\">data<\/span><span class=\"o\">}<\/span>\n\n<\/code><\/pre><\/div><\/div><\/div>\n<\/nav>\n\n<h2 id=\"sdks\"><strong>SDKs<\/strong><\/h2>\n<p>Using an SDK (API client) is the quickest way for a developer to speed up the development. An SDK takes care of a lot of low-level details of making requests and handling responses and lets you focus on writing code specific to your particular project. Check out our\u00a0<a href=\"https:\/\/github.com\/aspose-imaging-cloud\">GitHub repository<\/a>\u00a0for a complete list of Aspose.Imaging Cloud SDKs along with\u00a0working examples, to get you\u00a0started in no time. Please check\u00a0<a href=\"https:\/\/docs.aspose.cloud\/imaging\/available-sdks\/\">Available SDKs<\/a>\u00a0article to learn how to add an SDK to your project.<\/p>\n<h2 id=\"sdk-examples\"><strong>SDK Examples<\/strong><\/h2>\n<ul>\n<li><strong>With Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-7\" id=\"tabs-7-1\" checked=\"checked\" \/>\n      <label for=\"tabs-7-1\">.NET<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/d446e6b63987c39e5a69b0ad49ec303a.js?file=VisualBoundsAnImageInCloud.cs\"><\/script>\n<\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-7\" id=\"tabs-7-2\"  \/>\n      <label for=\"tabs-7-2\">Java<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/097cdd41e676a6134558af4b61d9d5bc.js?file=VisualBoundsAnImageInCloud.java\"><\/script>\n<\/div><\/div>\n<\/nav>\n\n<ul>\n<li><strong>Without Storage<\/strong><\/li>\n<\/ul>\n\n\n\n\n\n<nav>\n  <div class=\"book-tabs nav nav-tabs\" id=\"nav-tab\" role=\"tablist\">\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-8\" id=\"tabs-8-1\" checked=\"checked\" \/>\n      <label for=\"tabs-8-1\">.NET<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/d446e6b63987c39e5a69b0ad49ec303a.js?file=VisualBoundsAnImageInRequestBody.cs\"><\/script>\n<\/div>\n      <input type=\"radio\" class=\"toggle\" name=\"tabs-8\" id=\"tabs-8-2\"  \/>\n      <label for=\"tabs-8-2\">Java<\/label>\n      <div class=\"book-tabs-content markdown-inner\"><script type=\"application\/javascript\" src=\"https:\/\/gist.github.com\/aspose-cloud\/097cdd41e676a6134558af4b61d9d5bc.js?file=VisualBoundsAnImageInRequestBody.java\"><\/script>\n<\/div><\/div>\n<\/nav>\n\n\n      "},{"title":"Developer-Guide: List of available labels","link":"https:\/\/docs.aspose.cloud\/imaging\/list-of-available-labels\/","pubDate":"Mon, 01 Jan 0001 00:00:00 +0000","guid":"https:\/\/docs.aspose.cloud\/imaging\/list-of-available-labels\/","description":"\n        \n        \n        <p>Currently, Aspose object detection service uses following labels:<\/p>\n<ul>\n<li>person,<\/li>\n<li>bicycle,<\/li>\n<li>car,<\/li>\n<li>motorcycle,<\/li>\n<li>airplane,<\/li>\n<li>bus,<\/li>\n<li>train,<\/li>\n<li>truck,<\/li>\n<li>boat,<\/li>\n<li>traffic-light,<\/li>\n<li>fire-hydrant,<\/li>\n<li>street-sign,<\/li>\n<li>stop-sign,<\/li>\n<li>parking-meter,<\/li>\n<li>bench,<\/li>\n<li>bird,<\/li>\n<li>cat,<\/li>\n<li>dog,<\/li>\n<li>horse,<\/li>\n<li>sheep,<\/li>\n<li>cow,<\/li>\n<li>elephant,<\/li>\n<li>bear,<\/li>\n<li>zebra,<\/li>\n<li>giraffe,<\/li>\n<li>hat,<\/li>\n<li>backpack,<\/li>\n<li>umbrella,<\/li>\n<li>shoe,<\/li>\n<li>eye-glasses,<\/li>\n<li>handbag,<\/li>\n<li>tie,<\/li>\n<li>suitcase,<\/li>\n<li>frisbee,<\/li>\n<li>skis,<\/li>\n<li>snowboard,<\/li>\n<li>sports-ball,<\/li>\n<li>kite,<\/li>\n<li>baseball-bat,<\/li>\n<li>baseball-glove,<\/li>\n<li>skateboard,<\/li>\n<li>surfboard,<\/li>\n<li>tennis-racket,<\/li>\n<li>bottle,<\/li>\n<li>plate,<\/li>\n<li>wine-glass,<\/li>\n<li>cup,<\/li>\n<li>fork,<\/li>\n<li>knife,<\/li>\n<li>spoon,<\/li>\n<li>bowl,<\/li>\n<li>banana,<\/li>\n<li>apple,<\/li>\n<li>sandwich,<\/li>\n<li>orange,<\/li>\n<li>broccoli,<\/li>\n<li>carrot,<\/li>\n<li>hot dog,<\/li>\n<li>pizza,<\/li>\n<li>donut,<\/li>\n<li>cake,<\/li>\n<li>chair,<\/li>\n<li>couch,<\/li>\n<li>potted-plant,<\/li>\n<li>bed,<\/li>\n<li>mirror,<\/li>\n<li>dining-table,<\/li>\n<li>window,<\/li>\n<li>desk,<\/li>\n<li>toilet,<\/li>\n<li>door,<\/li>\n<li>tv,<\/li>\n<li>laptop,<\/li>\n<li>mouse,<\/li>\n<li>remote,<\/li>\n<li>keyboard,<\/li>\n<li>cell phone,<\/li>\n<li>microwave,<\/li>\n<li>oven,<\/li>\n<li>toaster,<\/li>\n<li>sink,<\/li>\n<li>refrigerator,<\/li>\n<li>blender,<\/li>\n<li>book,<\/li>\n<li>clock,<\/li>\n<li>vase,<\/li>\n<li>scissors,<\/li>\n<li>teddy-bear,<\/li>\n<li>hair-drier,<\/li>\n<li>toothbrush,<\/li>\n<li>hair-brush,<\/li>\n<li>banner,<\/li>\n<li>blanket,<\/li>\n<li>branch,<\/li>\n<li>bridge,<\/li>\n<li>building-other,<\/li>\n<li>bush,<\/li>\n<li>cabinet,<\/li>\n<li>cage,<\/li>\n<li>cardboard,<\/li>\n<li>carpet,<\/li>\n<li>ceiling-other,<\/li>\n<li>ceiling-tile,<\/li>\n<li>cloth,<\/li>\n<li>clothes,<\/li>\n<li>clouds,<\/li>\n<li>counter,<\/li>\n<li>cupboard,<\/li>\n<li>curtain,<\/li>\n<li>desk-stuff,<\/li>\n<li>dirt,<\/li>\n<li>door-stuff,<\/li>\n<li>fence,<\/li>\n<li>floor-marble,<\/li>\n<li>floor-other,<\/li>\n<li>floor-stone,<\/li>\n<li>floor-tile,<\/li>\n<li>floor-wood,<\/li>\n<li>flower,<\/li>\n<li>fog,<\/li>\n<li>food-other,<\/li>\n<li>fruit,<\/li>\n<li>furniture-other,<\/li>\n<li>grass,<\/li>\n<li>gravel,<\/li>\n<li>ground-other,<\/li>\n<li>hill,<\/li>\n<li>house,<\/li>\n<li>leaves,<\/li>\n<li>light,<\/li>\n<li>mat,<\/li>\n<li>metal,<\/li>\n<li>mirror-stuff,<\/li>\n<li>moss,<\/li>\n<li>mountain,<\/li>\n<li>mud,<\/li>\n<li>napkin,<\/li>\n<li>net,<\/li>\n<li>paper,<\/li>\n<li>pavement,<\/li>\n<li>pillow,<\/li>\n<li>plant-other,<\/li>\n<li>plastic,<\/li>\n<li>platform,<\/li>\n<li>playingfield,<\/li>\n<li>railing,<\/li>\n<li>railroad,<\/li>\n<li>river,<\/li>\n<li>road,<\/li>\n<li>rock,<\/li>\n<li>roof,<\/li>\n<li>rug,<\/li>\n<li>salad,<\/li>\n<li>sand,<\/li>\n<li>sea,<\/li>\n<li>shelf,<\/li>\n<li>sky-other,<\/li>\n<li>skyscraper,<\/li>\n<li>snow,<\/li>\n<li>solid-other,<\/li>\n<li>stairs,<\/li>\n<li>stone,<\/li>\n<li>straw,<\/li>\n<li>structural-other,<\/li>\n<li>table,<\/li>\n<li>tent,<\/li>\n<li>textile-other,<\/li>\n<li>towel,<\/li>\n<li>tree,<\/li>\n<li>vegetable,<\/li>\n<li>wall-brick,<\/li>\n<li>wall-concrete,<\/li>\n<li>wall-other,<\/li>\n<li>wall-panel,<\/li>\n<li>wall-stone,<\/li>\n<li>wall-tile,<\/li>\n<li>wall-wood,<\/li>\n<li>water-other,<\/li>\n<li>waterdrops,<\/li>\n<li>window-blind,<\/li>\n<li>window-other,<\/li>\n<li>wood<\/li>\n<\/ul>\n\n      "}]}}