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README.md

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+---
+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:
+
+<video src="https://huggingface.co/daydreamlive/scope/resolve/main/videos/resolume.mp4" controls autoplay loop muted></video>
+
+Real-time depth-conditioned generation:
+
+<video src="https://huggingface.co/daydreamlive/scope/resolve/main/videos/david_depth.mp4" controls autoplay loop muted></video>
+
+## Links
+
+- [GitHub](https://github.com/daydreamlive/scope)
+- [Documentation](https://docs.daydream.live/scope/getting-started/quickstart)
+- [Discord](https://discord.gg/mnfGR4Fjhp)
+- [Daydream](https://www.daydream.live/)
+
+## Citation
+
+The VACE integration in Scope is described in:
+
+```bibtex
+@article{fosdick2026adapting,
+  title={Adapting VACE for Real-Time Autoregressive Video Diffusion},
+  author={Fosdick, Ryan},
+  journal={arXiv preprint arXiv:2602.14381},
+  year={2026}
+}
+```