VAST-AI-Research/Mira-Scene

Mira-Scene: Pixel-Aligned Layouts for Generative 3D Scene Reconstruction

Generative mediaPython

1.0 Steady Magnitude out of 10 — how fast interest is growing, not a quality score. Star growth looks organic. Data as of September 25, 2026, 01:29 UTC.

Open on Seismograph Open on GitHub

About the project

Generative reconstruction of an editable 3D scene from a single image: segmentation, depth estimation, voxel prediction, and object mesh assembly.

Useful for

Reconstruct an editable 3D scene from a single image via the stage-wise inference pipeline
Train the model in two stages: pretrain with pretrain_l1.yaml, then finetune
Reproduce reported reconstruction metrics (CD, FS, 3D-IoU) against the benchmark table

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

0 stars so far today, about 5 expected by the end of the day.
The spike has held for 3 days in a row — not a one-off blip.
The repository is 5 days old and already has 78 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
Top new repositories this week: #197.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 78
Today: 0 · ≈ 5 by evening
Forks: 0
Issues and pull requests: 1
Watchers: 1
Language: Python
Created: September 20, 2026
Last push: September 24, 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

September 25, 2026Top new repositories this week: #196

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/VAST-AI-Research/Mira-Scene.svg?lang=en)](https://gitnova.dev/en/r/VAST-AI-Research/Mira-Scene)

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