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YTS Server #2

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DrYerzinia opened this issue Mar 10, 2019 · 0 comments
Open

YTS Server #2

DrYerzinia opened this issue Mar 10, 2019 · 0 comments
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enhancement New feature or request

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@DrYerzinia
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DrYerzinia commented Mar 10, 2019 •
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Goals

  • Improve ability to label data for darknet
  • Web UI for cross platform labeling training

Requirements

  • Upload bags directly to web UI where they are processed into datebase with appropriate meta data
    • Bags can be preprocessed with darknet to potentially reduce labeling, verification time
  • People log into web UI and are given images to label
    • Can request specific bag and specific frame to start at
    • Be given a random starting point
    • Labels are not numeric in database. Saved as unique object feature name.
  • Training data generation
    • Dataset is generated from database with filter options and a class list to make number labels
    • Filters
      • By Bag
      • By Label
      • By competition year
    • Creates dataset in database that can be deleted or sent to GPU server to batch training job
@DrYerzinia DrYerzinia added the enhancement New feature or request label Mar 10, 2019
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@DrYerzinia