Chuttyboy / Final_code

Deep Reinforcement Learning for Unsupervised Video Summarization with Determinantal point process.

Implement with python = 3.8

Requirement

python = 3.8

Pytorch

tabulate

1. Get Started

mkdir dataset and put mp4 video files 

2. Dataset Generation

python create_data.py --input videos --output dataset/data.h5

3. Feature Extraction

python test.py -d dataset/data.h5

4. Summary Generation

Single video

python test.py -d dataset/data.h5

4.1 Summary Generation

For Multi videos

python test_final.py -d dataset/video1.h5 -da dataset/video2.h5 -f data/video1 -fa data/video2

Video summarization will be saved folder log/summary