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eye_mouse

an application for windows that allows for your eyes to act as your computers mouse.

MVP

  1. Machine Vision - eye detection and monitoring
  2. Application for windows that has permissions of a mouse.
  3. eye to screen translation. need to calculate distance between person and screen. and camera to screen corner

Current TODO

  • Creating a script that retrieves eyes, face, and mouse click locations

  • making model that predicts locations for click

  • make topics for communicating

  • need to incorporate former position of mouse to make mouse movement fluid

  • need better open and close eye identifier (current not performing well)

machine vision

  • detect eyes using openCV.

  • single eye closed detection based on previous eye locations.

  • returns state of eyes with 1 (open) or 0 (closed)

  • potentially learn where a person is looking based on real-time training

    • random dot generator and look at the dot and hit a button
    • train the model with location of dot and eye imageS

Windows/Mac Applications

Eye2Screen

  • calibration angle of eyes with respect to corner in x and y axis?

Finished

MV

  • eye and face images class
  • getting mouse click location

ML model for determining mouse location based off of eyes and face

Models to implemement

Testing data