pifuhd

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

[CVPR'23, Highlight] ECON: Explicit Clothed humans Optimized via Normal integration

Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)

[CVPR 2024 Highlight] Official repository for paper "SIFU: Side-view Conditioned Implicit Function for Real-world Usable Clothed Human Reconstruction"

[NeurIPS 23] Official repository for NeurIPS 2023 paper "Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction"

3D normal map estimation pipeline using low resolution and highly occluded images

Playing around with PIFuHD

Technical appeal: “Auto-detect, mask, pose-estimate, and reconstruct humans in 3D — with just one image input.” Community-oriented: “Snap a photo. Get a 3D mesh. Zero modeling skills needed.” Speed-focused: “YOLO to PIFuHD in minutes: Rapid 3D mesh generation from real-world photos.”

Trying Various Algorithms related to 3d-reconstruction

pifuhd flask api

2D to 3D mesh (Pifuhd)