This project consists of a machine learning algorithm for thumbnail suggestion and scene detection in videos. It uses a K-means clustering algorithm with the frames of the video as data points. To launch the GUI please run the following Python file:

The following dependencies must be installed along with a suitable version of Python:

1. OpenCV pip install opencv-python
2. Pillow $ pip install pillow
3. TkInter $ pip install tk
4. NumPy $ pip install numpy
5. PyTorch (for GPU version only)