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IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
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TorRient/Video-Summarization-Pytorch
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Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward.
Implement with python=3.xhttps://github.com/KaiyangZhou/pytorch-vsumm-reinforce
python=3.x
Pytorch
GPU
tabulate
git clone https://github.com/TorRient/Video-Summarization-Pytorchcd Video-Summarization-Pytorchmkdir dataset- Prepare dataset
Put your videos in folder dataset
python create_data.py --input dataset --output dataset/data.h5
- Make splits
python create_split.py -d dataset/data.h5 --save-dir dataset --save-name splits --num-splits 5
python train_video_summarisation.py -d dataset/data.h5
python video_summary.py --input path-to-video
Video summarization will be saved folder output/
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IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
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