# xibushu/UniForge3D

> Official implementation of UniForge3D, a method that builds a complete 3D asset from sparse, unposed multi-view images by jointly modeling reconstruction and generation in a shared anchor-guided space. Aimed at researchers and 3D content developers.

- Magnitude: 5.2 out of 10 — Early signal
- Stars: 97 total · +12 stars measured 2026-10-16, 00:05–01:30 UTC, ≈ 101 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: Python · License: Apache-2.0 · Created: 2026-10-10 · Last push: 2026-10-14
- GitHub: https://github.com/xibushu/UniForge3D · Page: https://gitnova.dev/en/r/xibushu/UniForge3D

## Useful for

- Build a 3D model of an object from several photos placed in folders under assets/
- Run infer.py with the pretrained model to batch-process all cases
- Use the code as a base for research on 3D reconstruction and generation

## Why it’s here

- Star-counter measurements on 2026-10-16 (UTC), 00:05–01:30: 85 → 97 stars (+12). This is the change over that interval.
- Estimated end-of-day forecast: about +101 stars, using observed gains and the previous day.
- The repository is 6 days old and already has 97 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #173.
- About 13 forks a day — people are taking the code.

## 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: 7
- Issues and pull requests: 1
- Watchers: 1
- Average over the last week: 28 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 8

## Stars per day, last 7 days (oldest → newest, today is partial)

2026-10-10 … 2026-10-16: 1, 0, 0, 6, 2, 90, 12

## Spotted in now

- Top new repositories this week: #173

## Similar by description

1. **colmap/colmap** — 1.4 · Steady · Science & research · C++ · +0 stars measured 2026-10-16, 00:11–01:37 UTC, ≈ 6 by evening
   COLMAP is a Structure-from-Motion and Multi-View Stereo pipeline with GUI and CLI for 3D reconstruction from ordered and unordered image collections. Used in computer vision and photogrammetry.
   Full card: https://gitnova.dev/en/r/colmap/colmap.md

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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 2026-10-16 01:42 UTC, updated every 30 minutes.