https://github.com/hironsan/bosssensor

Hide screen when boss is approaching.
https://github.com/hironsan/bosssensor

cnn computer-vision deep-learning machine-learning opencv

Last synced: 4 days ago
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Hide screen when boss is approaching.

• Host: GitHub
• URL: https://github.com/hironsan/bosssensor
• Owner: Hironsan
• License: mit
• Created: 2016-07-04T06:09:59.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2018-10-31T11:42:42.000Z (about 6 years ago)
• Last Synced: 2025-01-02T17:12:08.283Z (18 days ago)
• Topics: cnn, computer-vision, deep-learning, machine-learning, opencv
• Language: Python
• Homepage: http://ahogrammer.com/2016/11/15/deep-learning-enables-you-to-hide-screen-when-your-boss-is-approaching/
• Size: 28.3 MB
• Stars: 6,221
• Watchers: 263
• Forks: 1,085
• Open Issues: 27
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# BossSensor

Hide your screen when your boss is approaching.

## Demo

The boss stands up. He is approaching.

![standup](https://github.com/Hironsan/BossSensor/blob/master/resource_for_readme/standup.jpg)

When he is approaching, the program fetches face images and classifies the image.

 

![approaching](https://github.com/Hironsan/BossSensor/blob/master/resource_for_readme/approach.jpg)

If the image is classified as the Boss, it will monitor changes.

![editor](https://github.com/Hironsan/BossSensor/blob/master/resource_for_readme/editor.jpg)

## Requirements

* WebCamera

* Python3.5

* OSX

* Anaconda

* Lots of images of your boss and other person image

Put images into [data/boss](https://github.com/Hironsan/BossSensor/tree/master/data/boss) and [data/other](https://github.com/Hironsan/BossSensor/tree/master/data/other).

## Usage

First, Train boss image.

```

$ python boss_train.py

```

Second, start BossSensor. 

```

$ python camera_reader.py

```

## Install

Install OpenCV, PyQt4, Anaconda.

```

conda create -n venv python=3.5

source activate venv

conda install -c https://conda.anaconda.org/menpo opencv3

conda install -c conda-forge tensorflow

pip install -r requirements.txt

```

Change Keras backend from Theano to TensorFlow. 

## Licence

[MIT](https://github.com/Hironsan/BossSensor/blob/master/LICENSE)

## Author

[Hironsan](https://github.com/Hironsan)