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EryiXie avatar

EryiXie/PlaneRecNet

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90 星标·19 分支·Python·MIT·4 次浏览

PlaneRecNet

This is an official implementation for PlaneRecNet: A multi-task convolutional neural network provides instance segmentation for piece-wise planes and monocular depth estimation, and focus on the cross-task consistency between two branches. 22th. Oct. 2021: Initial update, some trained models…

Features

  • Plane Reconstruction - Multi-task learning for piecewise plane detection.
  • Scene Reconstruction - Multi-task learning for piece-wise plane detection and reconstruction.

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PlaneRecNet 的开源替代方案

相似的开源项目，按与 PlaneRecNet 的功能重合度排序。
  • icetttb/planetr3dIceTTTb 的头像

    IceTTTb/PlaneTR3D

    103在 GitHub 上查看↗

    ICCV'21 PlaneTR: Structure-Guided Transformers for 3D Plane Recovery

    Python
    在 GitHub 上查看↗103
  • nvlabs/planercnnNVlabs 的头像

    NVlabs/planercnn

    609在 GitHub 上查看↗

    By Chen Liu, Kihwan Kim, Jinwei Gu, Yasutaka Furukawa, and Jan Kautz

    Python
    在 GitHub 上查看↗609
  • intel-isl/open3dintel-isl 的头像

    intel-isl/Open3D

    13,695在 GitHub 上查看↗

    Open3D is a 3D data processing library, visualization engine, and machine learning library. It provides a framework for manipulating point clouds and meshes through specialized algorithms designed for 3D data science workflows. The project includes a toolkit for 3D scene reconstruction to generate spatial models and align surfaces from raw data. It also functions as a GPU accelerated framework that offloads intensive spatial computations to the graphics processor to increase processing speed. The library covers a broad range of capabilities including physically based light simulations for vi

    C++
    在 GitHub 上查看↗13,695
  • openmvg/openmvgopenMVG 的头像

    openMVG/openMVG

    6,451在 GitHub 上查看↗

    openMVG is a computer vision geometry library and toolkit for multiple view geometry. It serves as a framework for structure from motion and 3D scene reconstruction, providing the tools necessary to recover 3D point clouds and camera poses from collections of 2D images. The library implements both global and incremental structure-from-motion pipelines. It uses geometric algorithms to calculate camera pose estimation and image localization, employing Levenberg-Marquardt bundle adjustment to refine 3D coordinates and camera parameters by minimizing reprojection error. The project covers a broa

    C++
    在 GitHub 上查看↗6,451
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常见问题解答

eryixie/planerecnet 是做什么的？

This is an official implementation for PlaneRecNet: A multi-task convolutional neural network provides instance segmentation for piece-wise planes and monocular depth estimation, and focus on the cross-task consistency between two branches. 22th. Oct. 2021: Initial update, some trained models…

eryixie/planerecnet 的主要功能有哪些？

eryixie/planerecnet 的主要功能包括：Plane Reconstruction, Scene Reconstruction。

eryixie/planerecnet 有哪些开源替代品？

eryixie/planerecnet 的开源替代品包括： nvlabs/planercnn — By Chen Liu, Kihwan Kim, Jinwei Gu, Yasutaka Furukawa, and Jan Kautz. icetttb/planetr3d — [ICCV'21] PlaneTR: Structure-Guided Transformers for 3D Plane Recovery. openmvg/openmvg — openMVG is a computer vision geometry library and toolkit for multiple view geometry. It serves as a framework for… intel-isl/open3d — Open3D is a 3D data processing library, visualization engine, and machine learning library. It provides a framework… fangjinhuawang/itermvs — official source code of paper 'IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo'. brownvc/deep-synth — Public code release for our SIGGRAPH 2018 paper "Deep Convolutional Priors for Indoor Scene Synthesis".