ICON

Important updates:

• Support normal network training
• New interactive demo deployed on HuggingFace space
• Faster Google Colab environment setup
• Improved clothing refinement module
• Fix several bugs and refactor some messy functions

The first stable version (ICON v.1.0.0) comes out!

• Dataset: support THuman2.0
• Inference: support PyMAF, PIXIE, PARE, HybrIK, BEV
• Training & Evaluation: support PIFu, PaMIR, ICON
• Add-on: garment extraction from fashion images

Some updates:

• HPS support: PyMAF (SMPL), PARE (SMPL), PIXIE (SMPL-X)
• Google Colab support
• Replace bvh-distance-queries with PyTorch3D and Kaolin to improve CUDA compatibility
• Fix some issues

First commit of ICON:

• image-based inference code
• pretrained model of ICON, PIFu*, PaMIR* (*: self-implementation)
• homepage: https://icon.is.tue.mpg.de