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sunset1995 avatar

sunset1995/HorizonNet

0
View on GitHub↗
364 stars·95 forks·Python·MIT·8 viewssunset1995.github.io/HorizonNet↗

HorizonNet

Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.

Features

  • Room Layout Estimation - Learning room layout with 1D representations and pano-stretch augmentation.

Star history

Star history chart for sunset1995/horizonnetStar history chart for sunset1995/horizonnet

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with HorizonNet

These projects share indexed features with HorizonNet. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • manycore-research/spatiallmmanycore-research avatar

    manycore-research/SpatialLM

    4,596View on GitHub↗

    SpatialLM is a spatial modeling framework that uses large language models to transform monocular video and sensor data into structured indoor semantic maps. It functions as a system for indoor layout estimation and a point cloud semantic parser, converting raw geometric data into representations of architectural elements and object categories. The project aligns multi-modal sensor inputs with linguistic tokens, allowing a language model to serve as a reasoning engine for inferring room topology. It employs mechanisms to convert 3D point clouds and 2D image sequences into discrete tokens and s

    Pythonmllmpoint-cloudsscene-understanding
    View on GitHub↗4,596
  • cyang0515/noncuboidroomCYang0515 avatar

    CYang0515/NonCuboidRoom

    116View on GitHub↗

    Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image

    Python
    View on GitHub↗116
  • davidgillsjo/polygon-hgtDavidGillsjo avatar

    DavidGillsjo/polygon-HGT

    34View on GitHub↗

    Polygon Detection for Room Layout Estimation using Heterogenous Graphs and Wireframes

    Python
    View on GitHub↗34
  • crs4/atlantanetcrs4 avatar

    crs4/AtlantaNet

    84View on GitHub↗

    Pytorch implementation of the ECCV 2020 paper: AtlantaNet: Inferring the 3D Indoor Layout from a Single 360 Image beyond the Manhattan World Assumption

    Python
    View on GitHub↗84
Compare all 16 related projects→

Frequently asked questions

What does sunset1995/horizonnet do?

Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.

What are the main features of sunset1995/horizonnet?

The main features of sunset1995/horizonnet are: Room Layout Estimation.

Which projects share features with sunset1995/horizonnet?

Projects with overlapping indexed features include: manycore-research/spatiallm — SpatialLM is a spatial modeling framework that uses large language models to transform monocular video and sensor data… cyang0515/noncuboidroom — Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image. davidgillsjo/polygon-hgt — Polygon Detection for Room Layout Estimation using Heterogenous Graphs and Wireframes. fuenwang/led2-net — This is PyTorch implementation of our CVPR 2021 Oral paper "LED 2 -Net: Monocular 360˚ Layout Estimation via… joshua049/stereo-360-layout — This is the implementation of our paper. crs4/atlantanet — Pytorch implementation of the ECCV 2020 paper: AtlantaNet: Inferring the 3D Indoor Layout from a Single 360 Image…