This project implements Codebook model to count people on a video.

• Numpy
• OpenCV

• Create a folder with your training samples. Add the path to this folder on DIR_TRAIN atribute on codebook.py file.
• Create a folder with you testing samples. Adds the path to this folder on DIR_TEST atribute on codebook.py file

You can change hyperparameters used on Codebook model on codebook.py file.

1. Train your codebooks running train_codebooks.py file.

$ python train_codebooks.py

2. Create your foreground/background image file running test_codebooks.py file.

$ python test_codebooks.py

3. Count the number of people on a specific file running count_people.py file. Change the constant FILE_NAME to the path of the foreground/background image you are using.

$ python count_people.py

This project is licensed under the GPL-3.0 License - see the LICENSE.md file for details