xiahongchi/Fire3D

Official Code Release for Fire3D

Science & researchPython

1.9 Steady Magnitude out of 10. Star growth looks organic. Data as of September 14, 2026.

About the project

Fire3D is a research framework that turns a single RGB image or casual video into a 3D scene with objects, their 6-DoF poses, meshes and textures, without test-time optimization. It is the official code release with checkpoints and data for reproducing the paper's results.

Useful for

Reproduce the paper's results on iTHOR, Imaginarium, ScanNet++ or single-image scenes
Reconstruct textured object meshes and a composed scene GLB from an input video
Run inference with --skip-render to get only perception and textured scene meshes

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

Why it’s trending

18 stars today.
Interest is fading: the two-day pace is 58% of the previous week and a half.
The spike has held for 3 days in a row — not a one-off blip.
The repository is 6 days old and already has 113 stars.
Top new repositories this week: #125.

Stars per day

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

Numbers

Total stars: 113
Stars in a day: 18
Forks: 12
Issues and pull requests: 0
Watchers: 2
Language: Python
License: MIT
Created: September 7, 2026
Last push: September 9, 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 13, 2026Top new repositories this week: #123

README badge

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

[![Seismograph](https://gitnova.dev/badge/xiahongchi/Fire3D.svg?lang=en)](https://gitnova.dev/en/r/xiahongchi/Fire3D)

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