How to run trained Tensorflow model on webcam in Java











up vote
5
down vote

favorite












I have trained my Tensorflow object detection model for a single class only.



I have followed this tutorial to train the model.



This tutorial produces a .pb file. I want to use it on a live webcam. I have trained the model on Mac, and want to use it on a webcam (live stream) in Java.
Can anyone tell me how I can do this?










share|improve this question




























    up vote
    5
    down vote

    favorite












    I have trained my Tensorflow object detection model for a single class only.



    I have followed this tutorial to train the model.



    This tutorial produces a .pb file. I want to use it on a live webcam. I have trained the model on Mac, and want to use it on a webcam (live stream) in Java.
    Can anyone tell me how I can do this?










    share|improve this question


























      up vote
      5
      down vote

      favorite









      up vote
      5
      down vote

      favorite











      I have trained my Tensorflow object detection model for a single class only.



      I have followed this tutorial to train the model.



      This tutorial produces a .pb file. I want to use it on a live webcam. I have trained the model on Mac, and want to use it on a webcam (live stream) in Java.
      Can anyone tell me how I can do this?










      share|improve this question















      I have trained my Tensorflow object detection model for a single class only.



      I have followed this tutorial to train the model.



      This tutorial produces a .pb file. I want to use it on a live webcam. I have trained the model on Mac, and want to use it on a webcam (live stream) in Java.
      Can anyone tell me how I can do this?







      java macos tensorflow






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited Nov 19 at 14:23









      Mihai Chelaru

      2,0277821




      2,0277821










      asked Nov 19 at 12:03









      Mohd Sarfraz

      262




      262





























          active

          oldest

          votes











          Your Answer






          StackExchange.ifUsing("editor", function () {
          StackExchange.using("externalEditor", function () {
          StackExchange.using("snippets", function () {
          StackExchange.snippets.init();
          });
          });
          }, "code-snippets");

          StackExchange.ready(function() {
          var channelOptions = {
          tags: "".split(" "),
          id: "1"
          };
          initTagRenderer("".split(" "), "".split(" "), channelOptions);

          StackExchange.using("externalEditor", function() {
          // Have to fire editor after snippets, if snippets enabled
          if (StackExchange.settings.snippets.snippetsEnabled) {
          StackExchange.using("snippets", function() {
          createEditor();
          });
          }
          else {
          createEditor();
          }
          });

          function createEditor() {
          StackExchange.prepareEditor({
          heartbeatType: 'answer',
          convertImagesToLinks: true,
          noModals: true,
          showLowRepImageUploadWarning: true,
          reputationToPostImages: 10,
          bindNavPrevention: true,
          postfix: "",
          imageUploader: {
          brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
          contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
          allowUrls: true
          },
          onDemand: true,
          discardSelector: ".discard-answer"
          ,immediatelyShowMarkdownHelp:true
          });


          }
          });














           

          draft saved


          draft discarded


















          StackExchange.ready(
          function () {
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53374257%2fhow-to-run-trained-tensorflow-model-on-webcam-in-java%23new-answer', 'question_page');
          }
          );

          Post as a guest















          Required, but never shown






























          active

          oldest

          votes













          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes
















           

          draft saved


          draft discarded



















































           


          draft saved


          draft discarded














          StackExchange.ready(
          function () {
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53374257%2fhow-to-run-trained-tensorflow-model-on-webcam-in-java%23new-answer', 'question_page');
          }
          );

          Post as a guest















          Required, but never shown





















































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown

































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown







          Popular posts from this blog

          android studio warns about leanback feature tag usage required on manifest while using Unity exported app?

          SQL update select statement

          WPF add header to Image with URL pettitions [duplicate]