There are 50 repositories under video-summarization topic.
Unsupervised video summarization with deep reinforcement learning (AAAI'18)
Implementation of our ECCV 2016 Paper (Video Summarization with Long Short-term Memory)
Python API & command-line tool to easily transcribe speech-based video files into clean text
AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (Theano)
A new multi-shot video understanding benchmark Shot2Story with comprehensive video summaries and detailed shot-level captions.
AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
A curated list of the Video Summarization subject which is a computer science using machine learning and deep learning
A PyTorch implementation of VSumPtrGAN
Entropy and Memorability Based Video Summarization
A Video Summarization framework for implementation and benchmark of Deep Learning models
WordPilot is a tool that converts YouTube videos into written blog format, with images and export options. It uses natural language processing to automatically transcribe and summarize video content. Suitable for content creators and marketers. Open for contributions and feedback.
video summarization lstm-gan pytorch implementation
Course Project for CS771: Machine Learning
Built by Avik Jain, Anish Nag, Sahas Dendukuri, Hari Senthilkumar, and Rishi Upadhyay at Angelhack Silicon Valley 2017.
Unsupervised video summarization with deep reinforcement learning implementation .
A computing solution based on deep learning that allows the efficient generation of keyshot type spotlights from videos.
Source code for the paper "Unsupervised Video Summarization via Multi-source Features" published at ICMR 2021
Video Summarization - Summarized a video lecture and converted it to a slideshow using Speech-to-text, Keyword extraction and OpenCV Shot detection.
Multimodal summarization of user-generated videos from wearable cameras
Cloud-Assisted Multi-View Video Summarization using CNN and Bi-Directional LSTM
Javascript API for Video Transcoding, Thumbnails extraction & Video Summarization. MediaMachine API lets you convert videos between different web-ready formats - perfect for processing & resizing user-generated videos. Uses machine-learning to select the best frame as thumbnail for videos & creates video summaries similar to NLP for articles.
An unsupervised compressed-sensing technique for fundamental objects selection
Summarizing Entertainment Video Using Color and Dialogue
🎞️✂️ A time saver tool that transform long footage in a short video, keeping the meaningful parts. Useful to compress video surveillance footage.
AI-based Video summarizer along with captioning.
Original PyTorch implementation of the code for the paper "Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data" at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Simple Extractive Text Summarization using SpaCy, using a frequency model
Embedded Vision for MVS in IoT