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Using your eyes to trigger shortcuts on your computer

Home Page: https://medium.com/@juliendespois/talk-to-you-computer-with-you-eyes-and-deep-learning-a-i-odyssey-part-2-7d3405ab8be1#.9lke56u8t

Python 100.00%

deep-learning machine-learning neural-network artificial-intelligence

deepeyecontrol's Introduction

DeepEyeControl

Using your eyes to trigger shortcuts on your computer.

Read the article on Medium

Required install:

tensorflow
tflearn

Create folder Data/Raw/, Data/Processed/ Models/ and Datasets/

To train the classifier:

python model.py train

To test the classifier (requires some trivial tweaking in the code):

python model.py test

To use the classifier to predict current motion:

python main.py

Most editable parameters are in the config.py file, the model can be changed in the model.py file.
I haven't implemented the end of pipeline (actual commands trigger) but that is straightforward in the classifier.py file.

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deepeyecontrol's Issues

getEyes and getFace missing from videoTools

Hey there,

Nice project. I'm trying to use record.py to generate the initial dataset, though it looks like it requires functions getEyes and getFace, which are not present in videoTools.py.

Do you have these handy?

Deepeyecontrol

Make an easily installable binary

Hi,
Could you make a binary with a simple GUI for MacOS and Windows (and Linux too if needed) to let us quickly try what you've done even without python or machine learning experience please? Would really help to see the proof of concept!

Thanks!

main.py does not take command line args 'train' and 'test'

main.py does not take command line args 'train' and 'test'

model.py does take those args but seems to be out of order in sequence of actions to be taken?

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