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PIFuHD download for Linux

Free download PIFuHD Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named PIFuHD whose latest release can be downloaded as pifuhdsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

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PIFuHD


DESCRIPTION

PIFuHD (Pixel-Aligned Implicit Function for 3D human reconstruction at high resolution) is a method and codebase to reconstruct high-fidelity 3D human meshes from a single image. It extends prior PIFu work by increasing resolution and detail, enabling fine geometry in cloth folds, hair, and subtle surface features. The method operates by learning an implicit occupancy / surface function conditioned on the image and camera projection; at inference time it queries dense points to reconstruct a mesh via marching cubes. It also uses a two-stage architecture: a coarse global model followed by local refinement patches to capture fine detail, balancing global consistency and local detail. The repo includes training pipelines, dataset loaders (for Multi-POP, etc.), and inference scripts for mesh output including depth maps for postprocessing. To help practical use, there are utilities for normal estimation, texture back-projection, mesh cleanup, and integration with rendering pipelines.



Features

  • High-resolution human mesh reconstruction from a single 2D image
  • Pixel-aligned implicit function representation conditioned on image projection
  • Two-stage architecture for coarse global and fine local detail modeling
  • Training and inference scripts with data loaders for human datasets
  • Mesh extraction utilities (marching cubes), normals, texture projection, cleanup
  • Support for challenging cases (thin parts, folds, fine geometry)


Programming Language

Python


Categories

Computer Vision Libraries

This is an application that can also be fetched from https://sourceforge.net/projects/pifuhd.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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