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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










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$begingroup$


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?









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Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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$endgroup$
















    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.










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      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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      asked 5 mins ago









      Alisher MuhamedAlisher Muhamed

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      New contributor




      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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      Alisher Muhamed is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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