YTS Server

[DrYerzinia]

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