Skip to content
@PolySummit

PolySummit

Open Source Community in 3D Reconstruction and Generation, launched by the SUSTech VIP Lab.
README.md

PolySummit is an open-source community from the SUSTech VIP Lab, exploring the frontiers of 3D reconstruction and generation. Our research focuses on:

  • 🧊 3D Reconstruction:   Building accurate 3D models from images, videos, and sensor data.
  • 🤖 Articulated Object Generation:   Modeling objects with joints and movable parts.
  • 🏠 Indoor Scene Layout Generation:   Creating realistic, structured indoor environments.
  • 🕺 Human Motion Generation:   Synthesizing expressive and natural human movements.

We aim to develop high-quality open-source tools and share research that bridges academia and real-world applications.

Pinned Loading

  1. Awesome-3D-Reconstruction-and-Generation Awesome-3D-Reconstruction-and-Generation Public

    🌟 A curate list of papers, datasets, and projects for 3D Reconstruction and Generation.

    53 1

  2. SCORP SCORP Public

    [WACV-2026] SCORP: cene-Consistent Object Refinement via Proxy Generation and Tuning. A 3D enhancement framework that reconstructs fine-grained object models from sparse views by leveraging 3D gene…

    Python 13 1

Repositories

Showing 6 of 6 repositories
  • OptiScene Public

    [NeurIPS2025] OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization

    PolySummit/OptiScene’s past year of commit activity
    Python 5 0 0 0 Updated Jan 28, 2026
  • optiscene.github.io Public
    PolySummit/optiscene.github.io’s past year of commit activity
    JavaScript 0 0 0 0 Updated Jan 27, 2026
  • SCORP Public

    [WACV-2026] SCORP: cene-Consistent Object Refinement via Proxy Generation and Tuning. A 3D enhancement framework that reconstructs fine-grained object models from sparse views by leveraging 3D generative priors and progressive refinement.

    PolySummit/SCORP’s past year of commit activity
    Python 13 MIT 1 0 0 Updated Jan 4, 2026
  • Awesome-3D-Reconstruction-and-Generation Public

    🌟 A curate list of papers, datasets, and projects for 3D Reconstruction and Generation.

    PolySummit/Awesome-3D-Reconstruction-and-Generation’s past year of commit activity
    53 1 0 0 Updated Nov 15, 2025
  • scorp.github.io Public

    Project page of SCORP (https://github.com/PolySummit/SCORP)

    PolySummit/scorp.github.io’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Sep 23, 2025
  • .github Public
    PolySummit/.github’s past year of commit activity
    0 0 0 0 Updated Apr 21, 2025

Top languages

Loading…

Most used topics

Loading…