video-summarization

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

Claude Code / Codex skills that turn a video into a Chinese narration recap (视频解说): scene detection, ASR, VLM, script, TTS, ffmpeg assembly, optional editable JianYing / CapCut draft export (剪映草稿导出). Local ffmpeg + one MiMo key, no GPU. | 用 Claude Code skills 把视频做成中文解说成片，可选一键导出可编辑剪映草稿。

Unsupervised video summarization with deep reinforcement learning (AAAI'18)

[ICCV 2023] UniVTG: Towards Unified Video-Language Temporal Grounding

Generate summary of any video 📺 anywhere and anytime

Official pytorch repository for "QD-DETR : Query-Dependent Video Representation for Moment Retrieval and Highlight Detection" (CVPR 2023 Paper)

Python API & command-line tool to easily transcribe speech-based video files into clean text

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

Implementation of our ECCV 2016 Paper (Video Summarization with Long Short-term Memory)

A new multi-shot video understanding benchmark Shot2Story with comprehensive video summaries and detailed shot-level captions.

Official pytorch repository for CG-DETR "Correlation-guided Query-Dependency Calibration in Video Representation Learning for Temporal Grounding"

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

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

Context-Aware RAG library for Knowledge Graph ingestion and retrieval functions.

The official code of "CSTA: CNN-based Spatiotemporal Attention for Video Summarization"

An AI-powered tool for transcribing, summarizing, and creating smart clips from video and audio content.

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.

VidXP (Video eXPlain) - Video Indexing Engine. Search in videos in natural language. 👀 Connect your Hermes / Claude / OpenClaw agents, allow them to understand videos with low token cost.

An AI-powered tool for summarizing YouTube videos by generating scene descriptions, translating them, and creating subtitled videos with text-to-speech narration

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