GitNova

GitHub seismograph — discoveries and growing interest

deepopen-com/deepopen-3d-webs

Generative mediaPython#3d#gaussian-filter#gaussian-splatting
Total stars
137
Today
+10since 08:25 UTC
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Image-driven 3D scene generation system. Users provide a reference image and prompt words, and the system generates previewable, replayable, and traceable scene results according to the camera trajectory; official 3D demonstration assets allow direct viewing of color/depth animations and Gaussian point clouds in the browser 图像驱动的三维场景生成系统

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About the project

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.

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

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

4.2 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 27, 2026, 09:31 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

050100October 26, 2026October 27, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-27 (UTC), 08:25–09:12: 127 → 137 stars (+10). This is the change over that interval.
  • Estimated end-of-day forecast: about +49 stars, using observed gains and the previous day.
  • The repository is 1 day old and already has 137 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #160.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 20, 2026
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October 21, 2026
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October 22, 2026
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October 23, 2026
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October 24, 2026
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October 25, 2026
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October 26, 2026
90

Largest measured day in the last 30 days: 90 · October 26, 2026. Days with data: 1.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 27, 2026, 09:31 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
137
Today
+10 stars measured 2026-10-27, 08:25–09:12 UTC, ≈ 49 by evening
Forks
0
Issues and pull requests
0
Watchers
0
Language
Python
Created
October 26, 2026
Last push
October 27, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
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GitNova: 4.2
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