← all repositories

shunsukesaito/PIFu

PyTorch implementation of PIFu for reconstructing high-resolution 3D human models from single RGB images.

1.8k stars Python Computer VisionML Frameworks
PIFu
Velocity · 7d
+0.7
★ / day
Trend
steady
star history

This repository implements the PIFu (Pixel-Aligned Implicit Function) paper for high-resolution clothed human digitization. It uses deep neural networks to infer 3D geometry from 2D image inputs by learning implicit functions that map pixel-aligned features to surface representations. The codebase includes test code, training code, and data generation utilities for reproducing the ICCV 2019 paper results.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.