# deepopen-com/deepopen-3d-webs

> A 3D scene generation system that takes a single reference image and a prompt, builds the scene along a camera trajectory, and produces previews, color and depth animations, and Gaussian point clouds viewable in the browser. Runs in demo mode without a GPU; with CUDA it runs the full LucidDreamer pipeline.

- Magnitude: 4.4 out of 10 — Early signal
- Stars: 152 total · +25 stars measured 2026-10-27, 08:25–10:05 UTC, ≈ 68 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: Python · Created: 2026-10-26 · Last push: 2026-10-27
- GitHub: https://github.com/deepopen-com/deepopen-3d-webs · Homepage: https://www.deepopen.com · Page: https://gitnova.dev/en/r/deepopen-com/deepopen-3d-webs

## Useful for

- Generate a look-around 3D scene of an interior from a single photo for concept design
- Render color and depth flythrough animations along a chosen camera trajectory
- Preview and download the PLY Gaussian point cloud for further processing in SuperSplat or MeshLab

## Why it’s here

- Star-counter measurements on 2026-10-27 (UTC), 08:25–10:05: 127 → 152 stars (+25). This is the change over that interval.
- Estimated end-of-day forecast: about +68 stars, using observed gains and the previous day.
- The repository is 1 day old and already has 152 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 0
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 79 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 15

## Stars per day, last 2 days (oldest → newest, today is partial)

2026-10-26 … 2026-10-27: 90, 25

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-27 10:19 UTC, updated every 30 minutes.