https://github.com/gavindsouza/face_clustering

https://github.com/gavindsouza/face_clustering

dbscan face-clustering face-detection image-tagging sqlite3

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/gavindsouza/face_clustering
• Owner: gavindsouza
• Created: 2019-04-21T07:14:36.000Z (about 6 years ago)
• Default Branch: main
• Last Pushed: 2022-12-29T07:50:10.000Z (over 2 years ago)
• Last Synced: 2025-03-26T12:03:50.595Z (2 months ago)
• Topics: dbscan, face-clustering, face-detection, image-tagging, sqlite3
• Language: Python
• Homepage:
• Size: 29.3 KB
• Stars: 3
• Watchers: 0
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
### Steps to run

1. Clone this repository

```

$ git clone https://github.com/gavindsouza/face_clustering

```

2. Change to working directory & Install dependencies

```

$ cd face_clustering

```

Ideally create a virtual environment by

```

$ python3 -m venv venv

$ source venv/bin/activate

```

Install dependencies by

```

$ pip3 install -r requirements.txt

```

Note: Currently all under `requirements.txt` are dev-requirements

3. Acquire test dataset (Optional)

Link: `https://www.kaggle.com/gasgallo/faces-data`

4. Run `test_pipeline.py`

```

$ python3 test_pipeline.py

```

Results saved in 'temp_files/results.csv'