https://github.com/nwhovian/blink-detection

Eye blink detection with OpenCV and dlib implemented in Python
https://github.com/nwhovian/blink-detection

blink-detection dlib-face-detection opencv python

Last synced: 2 days ago
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Eye blink detection with OpenCV and dlib implemented in Python

• Host: GitHub
• URL: https://github.com/nwhovian/blink-detection
• Owner: nWhovian
• Created: 2020-04-21T18:15:21.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-06-22T01:48:39.000Z (over 2 years ago)
• Last Synced: 2023-03-03T08:45:48.941Z (over 1 year ago)
• Topics: blink-detection, dlib-face-detection, opencv, python
• Language: Python
• Size: 7.81 KB
• Stars: 0
• Watchers: 1
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# Installation guide

## I. Local installation

1. Clone repository:

```

git clone https://github.com/nWhovian/blink-detection.git

```

2. Move to the cloned folder and install requirements:

```

cd path/to/blink-detection

pip install -r requirements.txt

```

3. Download the dlib’s pre-trained facial landmark detector

```

wget --no-check-certificate 'https://docs.google.com/uc?export=download&id=17YdgpbtvxWvPhRHIkuSwjlp9nFSBKv3M' -O shape_predictor_68_face_landmarks.dat

```

4. (optional) You can download a video with my face and use it for testing

```

wget --no-check-certificate 'https://docs.google.com/uc?export=download&id=12gbn8y0qt1aIFOw9R8lmVX2LBPCuinJB' -O video.mp4

```

5. Run the script with video file argument

```

python ./blink_detection.py --shape-predictor shape_predictor_68_face_landmarks.dat --video -path/to/video

```

or with web camera streaming

```

python ./blink_detection.py --shape-predictor shape_predictor_68_face_landmarks.dat

```

You can see the video examples of blink detection using here:

```

https://drive.google.com/file/d/1XwlD3P_TnJui66ysGpBa7b7Zet6SUYea/

```