video-summarization

Unsupervised video summarization with deep reinforcement learning. AAAI'18.

Generate summary of any video 📺 anywhere and anytime

DSNet: A Flexible Detect-to-Summarize Network for Video Summarization

AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (Theano)

A PyTorch reimplementation of FCSN in paper "Video Summarization Using Fully Convolutional Sequence Networks"

AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

A PyTorch implementation of VSumPtrGAN

A curated list of the Video Summarization subject which is a computer science using machine learning and deep learning

video summarization lstm-gan pytorch implementation

Entropy and Memorability Based Video Summarization

A Video Summarization framework for implementation and benchmark of Deep Learning models

Course Project for CS771: Machine Learning

a command-line tool to easily transcribe speech-based video files into clean text. also in Colab!

IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

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 .

Cloud-Assisted Multi-View Video Summarization using CNN and Bi-Directional LSTM

Video Summarization - Summarized a video lecture and converted it to a slideshow using Speech-to-text, Keyword extraction and OpenCV Shot detection.

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.

Summarizing Entertainment Video Using Color and Dialogue

An unsupervised compressed-sensing technique for fundamental objects selection

Source code for the paper "Unsupervised Video Summarization via Multi-source Features" published at ICMR 2021

Embedded Vision for MVS in IoT

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

Multimodal summarization of user-generated videos from wearable cameras

AI-based Video summarizer along with captioning.

Video Waste Reduction Tool

My Master's Degree Dissertation: Acceleration of Video Summarization Algorithms with Graphics Processors (GPUs) and Multicore CPUs (2014)

Amadeus is an AI based extension which can make web browser operate upon the voice commands or hand gestures . Text Summarization and Video Summarization will aid to the benefits of the user.