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: 10 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 (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2018-10-31T11:42:42.000Z (over 6 years ago)
- Last Synced: 2025-04-13T01:58:37.758Z (10 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: 6,268
- Watchers: 263
- Forks: 1,085
- Open Issues: 28
-
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.
When he is approaching, the program fetches face images and classifies the image.
If the image is classified as the Boss, it will monitor changes.
## 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)