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  1. SAFe Program
  2. SP-1418

Improving the ML based processing of the FDAS Filter Output Plane

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    • Spike
    • Not Assigned
    • PI9, PI10
    • COM PSS SW
    • None
    • Data Processing
    • Hide

      PSS Team acquires a better understanding of how Machine Learning techniques can benefit the creation of the Filter Output Plan (FOP)

      Show
      PSS Team acquires a better understanding of how Machine Learning techniques can benefit the creation of the Filter Output Plan (FOP)
    • Hide

      Produce document that describes the work carried out for the FOP image capture using the mask RCNN ML suite. The relevant developed codes will be linked to the document.  

      Show
      Produce document that describes the work carried out for the FOP image capture using the mask RCNN ML suite. The relevant developed codes will be linked to the document.  
    • 0.5
    • 3
    • 18
    • Team_PSS
    • Sprint 2
    • Hide

      Insert links to relevant docs and / or code here:
      This VGG annotator is developed and the codes are uploaded at https://drive.google.com/drive/folders/1Xo2cVuICuT0nAY1swSs5UEbieQZCblvv?usp=sharing

      A brief gif-based demo of the operation is available at https://drive.google.com/file/d/1w7q5uGDOrBiCIluSFXv3l-Gp_0VyCty7/view?usp=sharing

      Document from AT4-401 can be found here:
      https://drive.google.com/file/d/1C2dapdFP9IlSFILYyV9tCHkKWqqsWxTz/view

      Show
      Insert links to relevant docs and / or code here: This VGG annotator is developed and the codes are uploaded at https://drive.google.com/drive/folders/1Xo2cVuICuT0nAY1swSs5UEbieQZCblvv?usp=sharing A brief gif-based demo of the operation is available at https://drive.google.com/file/d/1w7q5uGDOrBiCIluSFXv3l-Gp_0VyCty7/view?usp=sharing Document from AT4-401 can be found here: https://drive.google.com/file/d/1C2dapdFP9IlSFILYyV9tCHkKWqqsWxTz/view
    • 10.3
    • Stories Completed, Outcomes Reviewed, NFRS met, Satisfies Acceptance Criteria, Accepted by FO

    Description

      This follows on from SP-1101.

      Further research into Machine Learning techniques with regards to producing the Filter Output Plane.

      A prototype ML training and image testing pipeline will be developed   

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          relates to

          Spike - A time limited investigation to get some knowledge SP-1101 Further Investigation of Filter Output Plane FDAS processing techniques

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                A.Noutsos Noutsos, Aristeidis
                m.pearson Pearson, Mike [X] (Inactive)
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                Feature Progress

                  Story Point Burn-up: (100.00%)

                  Feature Estimate: 0.5

                  IssuesStory Points
                  To Do00.0
                  In Progress   00.0
                  Complete25.0
                  Total25.0

                  Dates

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                    Updated:
                    Resolved:

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