metadata
arxiv: '2602.14381'
tags:
- video-generation
- real-time
- autoregressive
- diffusion
- webrtc
- vace
- wan
license: apache-2.0
Daydream Scope
Scope is an open-source tool for running real-time, interactive generative AI video pipelines. It supports multiple autoregressive video diffusion models with WebRTC streaming, Spout integration for live VJ workflows, and a composable pipeline architecture.
Highlights
- Multiple model backends — StreamDiffusionV2, LongLive, Krea Realtime, RewardForcing, MemFlow, and more via plugins
- VACE integration — Use reference images and control videos (depth, scribble, optical flow, etc.) to guide generation in real time
- Spout / NDI — Pipe video in and out of tools like Resolume Arena, TouchDesigner, OBS
- LoRA support — Customize styles and concepts on the fly
- Composable pipelines — Chain video diffusion with depth mapping, frame interpolation, and other processors
- WebRTC streaming API — Low-latency output to any browser
Demos
Resolume Arena as live input into Scope via Spout:
Real-time depth-conditioned generation:
Links
Citation
The VACE integration in Scope is described in:
@article{fosdick2026adapting,
title={Adapting VACE for Real-Time Autoregressive Video Diffusion},
author={Fosdick, Ryan},
journal={arXiv preprint arXiv:2602.14381},
year={2026}
}