https://store-images.s-microsoft.com/image/apps.52867.655ee2a2-af52-4762-aa03-1894cc3dad86.b8469f47-af9d-4a86-aace-c9afb49b88b1.f2b22432-e4db-4f66-b746-4efa9cb6190f

PifuHD

di bCloud LLC

(1 valutazioni)

Version 2.9.0 + Free with Support on Ubuntu 24.04

PIFuHD (Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization) is an open-source deep learning framework for generating detailed 3D human models from a single 2D image. Developed by Meta (Facebook) researchers, PIFuHD uses neural networks to reconstruct high-resolution human geometry, including fine details such as clothing and body shape. It is widely used in computer graphics, virtual reality (VR), augmented reality (AR), gaming, and AI-based human modeling applications.

Features of PIFuHD:

  • Generates detailed 3D human models from a single image input.
  • Supports high-resolution reconstruction with fine geometric details.
  • Exports 3D models in standard formats such as .OBJ.
  • Supports GPU acceleration using PyTorch for faster processing.
  • Useful for virtual avatars, animation, virtual try-on, and AI research.
  • Python-based workflow with pre-trained models for easy deployment.
  • Compatible with 3D tools like Blender, MeshLab, and Unity.
  • Open-source and customizable for research and development.

PIFuHD Usage

$ sudo su
$ source /root/pifuhd-venv/bin/activate
$ python -c "import torch; print(torch.__version__)"    
$ pip show torch | grep Version

Disclaimer: PIFuHD is open-source research software provided for academic and development purposes. It is distributed "as is," without any warranty, express or implied. Users are responsible for proper setup, model usage, and compliance with applicable licensing terms. The developers are not liable for any damages, losses, or issues resulting from its use.