video-summarization
There are 56 repositories under video-summarization topic.
KaiyangZhou / pytorch-vsumm-reinforce
Unsupervised video summarization with deep reinforcement learning (AAAI'18)
Language:Python 468- Language:Python 314
- Language:Python 259
- Language:Python 205
kezhang-cs / Video-Summarization-with-LSTM
Implementation of our ECCV 2016 Paper (Video Summarization with Long Short-term Memory)
Language:MATLAB 195wjun0830 / QD-DETR
Official pytorch repository for "QD-DETR : Query-Dependent Video Representation for Moment Retrieval and Highlight Detection" (CVPR 2023 Paper)
Language:Python 194- vid2cleantxt
pszemraj / vid2cleantxt
Python API & command-line tool to easily transcribe speech-based video files into clean text
Language:Jupyter Notebook 183 AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (Theano)
Language:Python 137weirme / FCSN
A PyTorch reimplementation of FCSN in paper "Video Summarization Using Fully Convolutional Sequence Networks"
Language:Python 114Official pytorch repository for CG-DETR "Correlation-guided Query-Dependency Calibration in Video Representation Learning for Temporal Grounding"
Language:Python 109bytedance / Shot2Story
A new multi-shot video understanding benchmark Shot2Story with comprehensive video summaries and detailed shot-level captions.
Language:Python 86SinDongHwan / pytorch-vsumm-reinforce
AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
Language:Python 46- WordPilot
badboysm890 / WordPilot
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.
Language:Svelte 44 TorRient / Video-Summarization-Pytorch
IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
Language:Python 41seriousran / awesome-video-sum
A curated list of the Video Summarization subject which is a computer science using machine learning and deep learning
tsujuifu / pytorch_vsum-ptr-gan
A PyTorch implementation of VSumPtrGAN
Language:Jupyter Notebook 40tanveer-hussain / Video-Summarization
Entropy and Memorability Based Video Summarization
Language:Python 37thswodnjs3 / CSTA
The official code of "CSTA: CNN-based Spatiotemporal Attention for Video Summarization"
Language:Python 37sylvainma / Summarizer
A Video Summarization framework for implementation and benchmark of Deep Learning models
Language:Jupyter Notebook 34moabitcoin / Adversarial-video-summarization-pytorch
video summarization lstm-gan pytorch implementation
Language:Python 27architsharma97 / VideoSummarization
Course Project for CS771: Machine Learning
Language:Python 24avikj / SnapStitch
Built by Avik Jain, Anish Nag, Sahas Dendukuri, Hari Senthilkumar, and Rishi Upadhyay at Angelhack Silicon Valley 2017.
Language:Python 21TIBHannover / UnsupervisedVideoSummarization
Source code for the paper "Unsupervised Video Summarization via Multi-source Features" published at ICMR 2021
Language:Python 21StevRamos / video_summarization
A computing solution based on deep learning that allows the efficient generation of keyshot type spotlights from videos.
Language:Python 20theopsall / Video-Summarization
Multimodal summarization of user-generated videos from wearable cameras
Language:Jupyter Notebook 18shreyanspagariya / sankshep
Video Summarization - Summarized a video lecture and converted it to a slideshow using Speech-to-text, Keyword extraction and OpenCV Shot detection.
Language:Shell 16Cloud-Assisted Multi-View Video Summarization using CNN and Bi-Directional LSTM
Language:Python 13- skimmitLanguage:Python 12
stackrock / mediamachinejs
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.
Language:TypeScript 12arpitpatel1501 / CapSum-Joint-Video-Summarization-and-Video-Captioing
AI-based Video summarizer along with captioning.
Language:Python 9DavideNardone / PySMRS
An unsupervised compressed-sensing technique for fundamental objects selection
Language:Python 9fredhohman / a-viz-of-ice-and-fire
Summarizing Entertainment Video Using Color and Dialogue
Language:Jupyter Notebook 9lanzani / video_summarizer
🎞️✂️ A time saver tool that transform long footage in a short video, keeping the meaningful parts. Useful to compress video surveillance footage.
Language:Python 9verlab / StraightToThePoint_CVPR_2020
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
Language:Python 8sidedwards / ai-video-summarizer
An AI-powered tool for transcribing, summarizing, and creating smart clips from video and audio content.
Language:Python 7Skyline-9 / Shotluck-Holmes
🔍 Shotluck Holmes: A family of small-scale LLVMs for shot-level video understanding
Language:Python 7
