https://github.com/despoisj/deepeyecontrol
Using your eyes to trigger shortcuts on your computer
https://github.com/despoisj/deepeyecontrol
artificial-intelligence deep-learning machine-learning neural-network
Last synced: 15 days ago
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Using your eyes to trigger shortcuts on your computer
- Host: GitHub
- URL: https://github.com/despoisj/deepeyecontrol
- Owner: despoisj
- Created: 2017-01-08T21:18:21.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2021-07-26T20:16:34.000Z (almost 4 years ago)
- Last Synced: 2025-04-30T21:07:40.601Z (15 days ago)
- Topics: artificial-intelligence, deep-learning, machine-learning, neural-network
- Language: Python
- Homepage: https://medium.com/@juliendespois/talk-to-you-computer-with-you-eyes-and-deep-learning-a-i-odyssey-part-2-7d3405ab8be1#.9lke56u8t
- Size: 19.5 KB
- Stars: 118
- Watchers: 5
- Forks: 24
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
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README
# DeepEyeControl
Using your eyes to trigger shortcuts on your computer.
Read the [article on Medium](https://medium.com/@juliendespois/talk-to-you-computer-with-you-eyes-and-deep-learning-a-i-odyssey-part-2-7d3405ab8be1#.9lke56u8t)
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.