xGBoost Training - Razyapoo/Indoor-Positioning-System GitHub Wiki

Overview

Training of the Pixel-to-Real model.

Input:

• data_to_train_model_experiment_109.txt - export of synchronized (aligned) pairs consisting of UWB coordinates and pixel coordinates; export from Indoor Positioning System (GUI)
  • File schema:

    { Frame ID } { UWB X Coordinate } { UWB Y Coordinate } { Pixel x Coordinate } { Pixel y Coordinate } 
    

  • Note: Pixel means real pixel in image, not PixelToReal model

Output

• PixeltoReal_model_to_be_used_in_GUI.json - prepared (trained) Pixel-to-Real model to use in Indoor Positioning System (GUI)

Usage

Use python to compile the train_PixeltoReal_model.py:

python train_PixeltoReal_model.py