How to encode a time series as an image to feed it into CNN? Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 23, 2019 at 00:00UTC (8:00pm US/Eastern) 2019 Moderator Election Q&A - Questionnaire 2019 Community Moderator Election ResultsHow to deal with time series which change in seasonality or other patterns?Time series change rate calculations for displaying trend line chartSimilarity between an n-dimensional curve and selected subsets of themSeveral fundamental questions about CNNIs there any reason why providing symbolic features into an MLP wouldn't outperform feeding raw pixels to a CNN in a RL task?k-Nearest Neighbours with time series data - how to obtain whole-time-period estimators1d time series to time series approximation using deep learningBatch data before feed into CNN networkApplying CNN for cross sectional dataconvLSTM : how to structure input data

How could we fake a moon landing now?

Has negative voting ever been officially implemented in elections, or seriously proposed, or even studied?

Can a new player join a group only when a new campaign starts?

SF book about people trapped in a series of worlds they imagine

Is a ledger board required if the side of my house is wood?

Time to Settle Down!

ArcGIS Pro Python arcpy.CreatePersonalGDB_management

Why is Nikon 1.4g better when Nikon 1.8g is sharper?

How does the math work when buying airline miles?

If Windows 7 doesn't support WSL, then what does Linux subsystem option mean?

Generate an RGB colour grid

Take 2! Is this homebrew Lady of Pain warlock patron balanced?

Do wooden building fires get hotter than 600°C?

How to write the following sign?

What would you call this weird metallic apparatus that allows you to lift people?

What are the diatonic extended chords of C major?

Central Vacuuming: Is it worth it, and how does it compare to normal vacuuming?

Is grep documentation about ignoring case wrong, since it doesn't ignore case in filenames?

Is it possible for SQL statements to execute concurrently within a single session in SQL Server?

What is the appropriate index architecture when forced to implement IsDeleted (soft deletes)?

Significance of Cersei's obsession with elephants?

How much damage would a cupful of neutron star matter do to the Earth?

Performance gap between vector<bool> and array

Denied boarding although I have proper visa and documentation. To whom should I make a complaint?



How to encode a time series as an image to feed it into CNN?



Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 23, 2019 at 00:00UTC (8:00pm US/Eastern)
2019 Moderator Election Q&A - Questionnaire
2019 Community Moderator Election ResultsHow to deal with time series which change in seasonality or other patterns?Time series change rate calculations for displaying trend line chartSimilarity between an n-dimensional curve and selected subsets of themSeveral fundamental questions about CNNIs there any reason why providing symbolic features into an MLP wouldn't outperform feeding raw pixels to a CNN in a RL task?k-Nearest Neighbours with time series data - how to obtain whole-time-period estimators1d time series to time series approximation using deep learningBatch data before feed into CNN networkApplying CNN for cross sectional dataconvLSTM : how to structure input data










0












$begingroup$


I want to try CNN in the task of stock chart pattern recognition. I suspect that feeding a line chart won't work because the image will have a lot of empty pixels.



What time series encoding options are available to get a lossless, dense image?









share







New contributor




Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$
















    0












    $begingroup$


    I want to try CNN in the task of stock chart pattern recognition. I suspect that feeding a line chart won't work because the image will have a lot of empty pixels.



    What time series encoding options are available to get a lossless, dense image?









    share







    New contributor




    Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$














      0












      0








      0





      $begingroup$


      I want to try CNN in the task of stock chart pattern recognition. I suspect that feeding a line chart won't work because the image will have a lot of empty pixels.



      What time series encoding options are available to get a lossless, dense image?









      share







      New contributor




      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      I want to try CNN in the task of stock chart pattern recognition. I suspect that feeding a line chart won't work because the image will have a lot of empty pixels.



      What time series encoding options are available to get a lossless, dense image?







      time-series cnn image-recognition





      share







      New contributor




      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.










      share







      New contributor




      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.








      share



      share






      New contributor




      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.









      asked 5 mins ago









      Alisher MuhamedAlisher Muhamed

      1




      1




      New contributor




      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.





      New contributor





      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.






      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.




















          0






          active

          oldest

          votes












          Your Answer








          StackExchange.ready(function()
          var channelOptions =
          tags: "".split(" "),
          id: "557"
          ;
          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',
          autoActivateHeartbeat: false,
          convertImagesToLinks: false,
          noModals: true,
          showLowRepImageUploadWarning: true,
          reputationToPostImages: null,
          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
          );



          );






          Alisher Muhamed is a new contributor. Be nice, and check out our Code of Conduct.









          draft saved

          draft discarded


















          StackExchange.ready(
          function ()
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f49563%2fhow-to-encode-a-time-series-as-an-image-to-feed-it-into-cnn%23new-answer', 'question_page');

          );

          Post as a guest















          Required, but never shown

























          0






          active

          oldest

          votes








          0






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes








          Alisher Muhamed is a new contributor. Be nice, and check out our Code of Conduct.









          draft saved

          draft discarded


















          Alisher Muhamed is a new contributor. Be nice, and check out our Code of Conduct.












          Alisher Muhamed is a new contributor. Be nice, and check out our Code of Conduct.











          Alisher Muhamed is a new contributor. Be nice, and check out our Code of Conduct.














          Thanks for contributing an answer to Data Science Stack Exchange!


          • Please be sure to answer the question. Provide details and share your research!

          But avoid


          • Asking for help, clarification, or responding to other answers.

          • Making statements based on opinion; back them up with references or personal experience.

          Use MathJax to format equations. MathJax reference.


          To learn more, see our tips on writing great answers.




          draft saved


          draft discarded














          StackExchange.ready(
          function ()
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f49563%2fhow-to-encode-a-time-series-as-an-image-to-feed-it-into-cnn%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

          ValueError: Error when checking input: expected conv2d_13_input to have shape (3, 150, 150) but got array with shape (150, 150, 3)2019 Community Moderator ElectionError when checking : expected dense_1_input to have shape (None, 5) but got array with shape (200, 1)Error 'Expected 2D array, got 1D array instead:'ValueError: Error when checking input: expected lstm_41_input to have 3 dimensions, but got array with shape (40000,100)ValueError: Error when checking target: expected dense_1 to have shape (7,) but got array with shape (1,)ValueError: Error when checking target: expected dense_2 to have shape (1,) but got array with shape (0,)Keras exception: ValueError: Error when checking input: expected conv2d_1_input to have shape (150, 150, 3) but got array with shape (256, 256, 3)Steps taking too long to completewhen checking input: expected dense_1_input to have shape (13328,) but got array with shape (317,)ValueError: Error when checking target: expected dense_3 to have shape (None, 1) but got array with shape (7715, 40000)Keras exception: Error when checking input: expected dense_input to have shape (2,) but got array with shape (1,)

          Ружовы пелікан Змест Знешні выгляд | Пашырэнне | Асаблівасці біялогіі | Літаратура | НавігацыяДагледжаная версіяправерана1 зменаДагледжаная версіяправерана1 змена/ 22697590 Сістэматыкана ВіківідахВыявына Вікісховішчы174693363011049382

          Illegal assignment from SObject to ContactFetching String, Id from Map - Illegal Assignment Id to Field / ObjectError: Compile Error: Illegal assignment from String to BooleanError: List has no rows for assignment to SObjectError on Test Class - System.QueryException: List has no rows for assignment to SObjectRemote action problemDML requires SObject or SObject list type error“Illegal assignment from List to List”Test Class Fail: Batch Class: System.QueryException: List has no rows for assignment to SObjectMapping to a user'List has no rows for assignment to SObject' Mystery